diff --git a/.gitattributes b/.gitattributes index 493764280f36b956bb8cbfbb2d0de90d94a4a3b4..62b78958b36e456837891f2860a33f149e8c8d8c 100644 --- a/.gitattributes +++ b/.gitattributes @@ -598,3 +598,221 @@ models/for_WMH_Vent/results_fold_1_var_1_zscore2/inference_all_test/standard_3cl models/for_WMH_Vent/results_fold_1_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_025.png filter=lfs diff=lfs merge=lfs -text models/for_WMH_Vent/results_fold_1_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_026.png filter=lfs diff=lfs merge=lfs -text models/for_WMH_Vent/results_fold_1_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_027.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_001_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_001_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_002_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_002_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_003_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_003_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_004_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_004_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_005_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_005_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_006_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_006_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_007_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_007_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_008_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_008_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_009_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_009_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_010_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_010_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_011_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_011_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_012_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_012_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_013_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_013_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_014_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_014_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_015_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_015_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_016_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_016_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_017_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_017_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_018_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_018_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_019_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_019_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_020_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_020_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_021_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_021_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_022_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_022_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_023_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_023_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_024_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_024_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_025_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_025_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_026_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_026_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_027_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_027_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_028_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_028_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_029_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_029_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_030_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_030_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_031_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_031_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_032_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_032_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_033_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_033_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_034_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_034_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_035_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_035_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_036_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_036_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_037_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_037_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_038_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_038_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_039_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_039_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_040_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_040_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_041_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_041_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_042_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_042_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_043_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_043_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_044_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_044_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_045_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_045_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_046_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_046_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_047_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_047_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_048_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_048_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_049_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_049_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_050_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_050_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_051_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_051_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_052_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_052_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_053_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_053_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_054_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_054_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_055_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_055_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_056_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_056_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_057_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_057_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_058_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_058_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_059_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_059_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_060_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_060_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0001_c07p05_slice040_dice0.000.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0002_c07p05_slice041_dice0.000.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0003_c07p05_slice042_dice0.000.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0004_107680_slice009_dice0.373.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0005_c01p04_slice031_dice0.383.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0006_c01p04_slice025_dice0.391.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0007_c01p04_slice024_dice0.416.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0008_c08p04_slice042_dice0.421.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0009_c08p04_slice040_dice0.427.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0010_114585_slice015_dice0.438.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0011_110012_slice015_dice0.452.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0012_105549_slice015_dice0.462.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0013_c07p05_slice026_dice0.463.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0014_110012_slice010_dice0.468.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0015_107680_slice013_dice0.480.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0016_111489_slice012_dice0.482.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0017_c08p04_slice043_dicenan.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0018_c01p04_slice042_dicenan.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0019_c01p04_slice043_dicenan.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0020_111489_slice015_dicenan.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0021_111489_slice014_dicenan.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0022_c07p05_slice043_dicenan.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0023_c07p05_slice025_dice0.542.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0024_c01p04_slice032_dice0.558.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0025_107680_slice012_dice0.577.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0026_c07p05_slice029_dice0.598.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0027_105549_slice010_dice0.623.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0028_109816_slice009_dice0.628.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0029_c01p04_slice029_dice0.643.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0030_c08p04_slice027_dice0.646.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank001_107680_composite0.682.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank002_c01p04_composite0.686.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank003_c07p05_composite0.724.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank004_c08p04_composite0.730.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank005_111489_composite0.766.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank006_114585_composite0.784.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank007_110012_composite0.796.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank008_105549_composite0.813.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank009_109816_composite0.826.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank010_105074_composite0.849.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/105074_slice_009.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/105074_slice_010.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/105074_slice_011.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/105074_slice_012.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/105074_slice_013.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/105549_slice_009.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/105549_slice_010.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/105549_slice_011.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/105549_slice_012.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/105549_slice_013.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/106063_slice_009.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/106063_slice_010.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/106063_slice_011.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/106063_slice_012.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/106063_slice_013.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/106780_slice_009.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/106780_slice_010.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/106780_slice_011.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/107680_slice_009.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/107680_slice_010.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/107680_slice_011.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/107680_slice_012.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/107680_slice_013.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/107680_slice_014.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/107680_slice_015.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/108807_slice_009.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/108807_slice_010.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/108807_slice_011.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/108807_slice_012.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/108807_slice_013.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/108807_slice_014.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/109816_slice_009.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/109816_slice_010.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/109816_slice_011.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/109816_slice_012.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/109816_slice_013.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/111489_slice_009.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/111489_slice_010.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/111489_slice_011.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/111489_slice_012.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/114585_slice_009.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/114585_slice_010.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/114585_slice_011.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/114585_slice_012.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/114585_slice_013.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/114585_slice_014.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/114585_slice_015.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_024.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_025.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_026.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_027.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_028.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_029.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_024.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_025.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_026.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_027.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_2_var_1_zscore2/models/standard_3class/fold_2/a_unet_training_analysis.png filter=lfs diff=lfs merge=lfs -text diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_001_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_001_1.png new file mode 100644 index 0000000000000000000000000000000000000000..32247f4b91f6917914dadfda6b5880fb3c6e9c53 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_001_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f7b0c6a55f94fbff3308ac9288170b1cbeee2540ef07427ad16df254526907be +size 242718 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_001_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_001_2.png new file mode 100644 index 0000000000000000000000000000000000000000..ca35dbdf181e3c97a3a9aa8a03d92decc541dcb7 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_001_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bdd3e8e2d6c1805a258c4e3dfd8f3311845356b8726253e590b92c3528ae7254 +size 237327 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_002_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_002_1.png new file mode 100644 index 0000000000000000000000000000000000000000..8242675ff0f39dca7dd130bb37771a153a5b93e1 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_002_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d5cfbb29d0851e8f2a1a5e2dac1a747668ba219a579adfd9bbfaaf36ff4b2a04 +size 265958 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_002_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_002_2.png new file mode 100644 index 0000000000000000000000000000000000000000..f7116a125e986554bd3ee4af263327561b87bd0d --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_002_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7ebf61fe0a7101a8f2b3d05861896c77b51f8176da0eca1a047c0cee3f4f4f8b +size 259525 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_003_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_003_1.png new file mode 100644 index 0000000000000000000000000000000000000000..709950f0e029896c1d591ab2a2fc37da018f514a --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_003_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6551f381896d317179f2891bed1027718664b1d124d8d6b142096970fc3b0b3b +size 256240 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_003_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_003_2.png new file mode 100644 index 0000000000000000000000000000000000000000..04f7ecedd843d8a621112e9d16479624be39d3b3 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_003_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:13f9535a3e40c69e7454475ba290c0c5c3e0af92ea9db0687eeecbe75fc7b586 +size 249632 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_004_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_004_1.png new file mode 100644 index 0000000000000000000000000000000000000000..63e79963ebce782254666e346f0fa00546207d6d --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_004_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5e4ab71d15e1709b00cbb0874df96e07bc21d0862bd0ba02724059b007689ac5 +size 265347 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_004_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_004_2.png new file mode 100644 index 0000000000000000000000000000000000000000..c21ab4b26881bb797fdfa34fa2ee046a26214c2a --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_004_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:df445b6471ad8e7715619f01d9122e61287eeb3c73817b9017cd5fe14187af87 +size 260326 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_005_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_005_1.png new file mode 100644 index 0000000000000000000000000000000000000000..17b20e1d8f39c761fca7da3be40d2153374d6974 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_005_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7a92734f8e3f01cfe2e9e1b15f3f9f819b9d402311f50cb8443c115cb6c94cfb +size 300470 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_005_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_005_2.png new file mode 100644 index 0000000000000000000000000000000000000000..2bfe6227b0ae60b66ddb1776e4433304a3ef9839 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_005_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c3baf8ab6c634903afed752d00e6b06f43e46463aadda344b44f9c22faaf8a21 +size 295232 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_006_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_006_1.png new file mode 100644 index 0000000000000000000000000000000000000000..631deaad0fc177215c15110cb74165958f88230d --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_006_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dc42c1ee38dc79db5bf6160b0e2eeac036428e52e1a0b0713159788a80a17917 +size 254452 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_006_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_006_2.png new file mode 100644 index 0000000000000000000000000000000000000000..6382a467223e7041d8ca46a727af3afc8cd33fc8 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_006_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:239548e649a68d6116bec9d862cea0fe1fb31be1bdb11dc3129159146e4fe5d1 +size 248694 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_007_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_007_1.png new file mode 100644 index 0000000000000000000000000000000000000000..4b2c2e8e615168b2663c30ddb1641aaf6490d542 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_007_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2240af28a5e21919b2e1cb8ad2e34ed780c6a7bb6c23efe9492613270084d5d8 +size 241723 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_007_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_007_2.png new file mode 100644 index 0000000000000000000000000000000000000000..1c37dff150d3ab3951762d9581532b6b48f6fd0d --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_007_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5431bd89d4224ee178c3aae564fcae41bae34f50315d0d68b28277bc2affe639 +size 236093 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_008_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_008_1.png new file mode 100644 index 0000000000000000000000000000000000000000..3f1d71a4d8bc83e6ba7b4c968e323875543ef4f9 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_008_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d19925ff9dec727b24ba6b7b526593c7576cf64df486d8be9a558b79a52416cc +size 246265 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_008_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_008_2.png new file mode 100644 index 0000000000000000000000000000000000000000..c1f0f2f114652b410d9209802a7c876b435e7562 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_008_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:efea4c2f3ff560fcb6247f8d2b1be52b2bc951c680daf473ed838b8e434ffca6 +size 240931 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_009_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_009_1.png new file mode 100644 index 0000000000000000000000000000000000000000..f61400be0fb12638c1d579df14b0438c2602b83e --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_009_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7614f7e06dffaf20e73483f5995bf3b874a18a039430bbf5ee2c18aa15165d2a +size 252630 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_009_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_009_2.png new file mode 100644 index 0000000000000000000000000000000000000000..55c971c82ab8de2355249b78b6528ed6e6277fa3 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_009_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fbe6e5371d760dff79a7f71fa458d72b14f628fabfa450755335d5f2ad9bd57f +size 247495 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_010_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_010_1.png new file mode 100644 index 0000000000000000000000000000000000000000..d58074b02ac2b2b2bd56fe1c3481fa97fbb64ffe --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_010_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:461726abcf2434525ba8b0b5f8cf828630a7eb5d99753f006004478f133e3a4b +size 246103 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_010_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_010_2.png new file mode 100644 index 0000000000000000000000000000000000000000..9e6c8622789e08f8338031e2bfd9a046b69eef8c --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_010_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5e7763500f872e83f3d32b390516d2f1bdfc88bba40877fdca61d01260362365 +size 241499 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_011_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_011_1.png new file mode 100644 index 0000000000000000000000000000000000000000..3ec9bd266800f86cb75ab84491e7b1d3dd0bff64 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_011_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7292cac6c0e05fd7e40b66789c6360014eb021ea8c9079564f71b423ce3d2118 +size 229412 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_011_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_011_2.png new file mode 100644 index 0000000000000000000000000000000000000000..fee0af347373a6301890ce0bb1bc5b567b3f7398 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_011_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cd864867426579a63f63c6af63027ee8c1e07162713bc50a51560b31701a32c4 +size 222998 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_012_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_012_1.png new file mode 100644 index 0000000000000000000000000000000000000000..a85421575a59352009ac7b9cc360890392ed32a1 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_012_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1757d463755ba8a8192633c16b1d2549b15d9d1a91508e6a036e8d051ddd08e9 +size 233099 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_012_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_012_2.png new file mode 100644 index 0000000000000000000000000000000000000000..c7537c3b280f74685c052bade26328264ae48951 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_012_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:346488b729efd0060b332dec64f0e4dfe012fb566dce53628fac33497a369e3b +size 228447 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_013_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_013_1.png new file mode 100644 index 0000000000000000000000000000000000000000..cc3fdc17f16a79a821864dcd3f31c2df5b85d8d8 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_013_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aa7769acdba8c4b2d556fb71148098a62b50cc5449c5b021657d5f036f150f8d +size 200445 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_013_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_013_2.png new file mode 100644 index 0000000000000000000000000000000000000000..7a61e0e85e97ed5a19e4d81ba17ffbd8194bac49 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_013_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:298ee79b1c106b62cdc093e8f168d3328f7197ebc838260b5aca9ab6ad762779 +size 192682 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_014_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_014_1.png new file mode 100644 index 0000000000000000000000000000000000000000..14a623b444e7c8b590a9edda2f99a10005dec1fb --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_014_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:540757ea5887d0dd534dd5ccc524ccb0ef2c4935f4b61cf8a192289f0a612c82 +size 192039 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_014_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_014_2.png new file mode 100644 index 0000000000000000000000000000000000000000..954ca96f604ce0d34e03a312cc3a62947fb7aa61 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_014_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:236169e5e8d3981533eb6d26f3db059697d6102cd715606f34195a419ec7a8e3 +size 183900 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_015_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_015_1.png new file mode 100644 index 0000000000000000000000000000000000000000..4c8cb9240a6a6c84fd99844a7c966722f84e23a7 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_015_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:475fe7eaf04e3c01130d9e55140ef26a575e2b58866f2912479adc39cfcc32c7 +size 187250 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_015_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_015_2.png new file mode 100644 index 0000000000000000000000000000000000000000..91e61b1429e9af2febc9fa932bf575abab2499b5 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_015_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:137238043deaa3973d597ee205098dfddd5d392f6f810edf1773d044c25a3823 +size 180477 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_016_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_016_1.png new file mode 100644 index 0000000000000000000000000000000000000000..7f769cd72586be9f188f3938765e2101f4851073 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_016_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f637d51e6591a3214d74f6399e7835697450d65f123d631695cee975388950e2 +size 183354 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_016_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_016_2.png new file mode 100644 index 0000000000000000000000000000000000000000..f718eb256b70918a58faa5798af66c5bc62c567f --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_016_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b5a2f01b2f1c3557b07c5bdc45821805e4a35a0131daca64cbad6fd591722115 +size 178869 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_017_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_017_1.png new file mode 100644 index 0000000000000000000000000000000000000000..5bafd12393414fba1f1c93ee789178f80b24bd07 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_017_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:19902dc62b593be78ef8d5238ba9b79f313eaacb116e1b9947a6f4e22504354d +size 183055 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_017_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_017_2.png new file mode 100644 index 0000000000000000000000000000000000000000..438e8265161a62965b99b1e13b6334da42fd5cfe --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_017_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:90ee9317642dea05d4a47d435b944bce3c0fde36e3a66a193ee451abd60883ca +size 177081 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_018_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_018_1.png new file mode 100644 index 0000000000000000000000000000000000000000..0a59cd487b9d2341e6ff89b0654491415452752b --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_018_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:07e01187a49ab3201bac59dd76f4ceb191ea442c62790e48bc78d1405d522464 +size 181742 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_018_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_018_2.png new file mode 100644 index 0000000000000000000000000000000000000000..5034141a9aca5e95310c9c8a4365d0e13732b091 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_018_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2e14b4c44e5bea96610e1b1c11334e2bebcc8232115c73ec9e19ed17a4a31bc4 +size 177250 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_019_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_019_1.png new file mode 100644 index 0000000000000000000000000000000000000000..9e33dee09e1f07baa6b89385b4f7d309e5c779c2 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_019_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3016ab6d9a12968f4dfbb472996dd4cdd3edd4b82a6f7001f1bcb7eb192e28f1 +size 181209 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_019_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_019_2.png new file mode 100644 index 0000000000000000000000000000000000000000..054bdafe99e1ad49ef324844fb77aac7871d3c0f --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_019_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d988a9a8209d549f69fc6a34abc079942e5031acdf6f471bd7472cb3ea814087 +size 176696 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_020_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_020_1.png new file mode 100644 index 0000000000000000000000000000000000000000..f1cd3ef210d84ab3b35c9b2869839df3054b9ba3 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_020_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3ee3030704a87fa5bafff726aa285d1198e2f951fe6539630dc00665211d152d +size 181244 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_020_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_020_2.png new file mode 100644 index 0000000000000000000000000000000000000000..cb28921bf29c5b13b2299fd57ac39772e08433b3 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_020_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c1ab36a58d700e89f1dedd8d06fa64f4a58eb15828b50f22b10ededfaa595e67 +size 176904 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_021_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_021_1.png new file mode 100644 index 0000000000000000000000000000000000000000..933eed2ee1abef21ffff34c01bf319452bd017e9 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_021_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:26b00514abf5e8562b22498528f701b18f39e23e075f679871d3db89bdd50b60 +size 180861 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_021_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_021_2.png new file mode 100644 index 0000000000000000000000000000000000000000..740a63e62c197ee846b293702ff5698e5cc48c2e --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_021_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d2395e7d58acd49695e8412bfea53c7c35278bddd12a54de7c93c9dac413638d +size 176265 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_022_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_022_1.png new file mode 100644 index 0000000000000000000000000000000000000000..e0388faff0eef018118ef48891ce1171aaf8a638 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_022_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1b90326b5ca2a028a5ba9a631dfc8c2937967ca63d7871cdb4f8b0369d9b6c71 +size 181043 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_022_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_022_2.png new file mode 100644 index 0000000000000000000000000000000000000000..3cebd419f2535d2c609a009b7485ccb03840a188 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_022_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9eaa4f0d49e03a3a9ba4d734ee32f0876377090b135d4ddfefd20356e4ab8513 +size 176411 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_023_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_023_1.png new file mode 100644 index 0000000000000000000000000000000000000000..66f0d66394aa491ae3d54a7e380fc8799e20a786 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_023_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f850c68286a8db49549e5a41756c865884b035ea537a2232ce0ee8df9a6f30f7 +size 180800 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_023_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_023_2.png new file mode 100644 index 0000000000000000000000000000000000000000..5fd58f3937156b796d34abfb993eb28a93cfdada --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_023_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7f0fac465aa085a2a9a14fb4eed36d98ceb86271feb12dc96d9e39a17f50b2ca +size 177291 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_024_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_024_1.png new file mode 100644 index 0000000000000000000000000000000000000000..9a01608c875837ba1a6f79b9f0c1256cf20f5944 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_024_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:46613c805359ccef7446b866a76999c55b267ecdac2a585af20846c6fd0f6ed0 +size 180463 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_024_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_024_2.png new file mode 100644 index 0000000000000000000000000000000000000000..cc873eb5268ec3e2bdf2f68e52c1997af0b1503f --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_024_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a3d88cebfee01112f875f4bd28f2df79981d45e8444d67a23fc7effb148fb513 +size 176554 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_025_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_025_1.png new file mode 100644 index 0000000000000000000000000000000000000000..6a70c514aedf55aa26fb2afd1a57860d0cbce62f --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_025_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:33c3293c1381ca203e51357f114fbba815b16d6364f99c3f5e61f9bf9bce7f68 +size 180676 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_025_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_025_2.png new file mode 100644 index 0000000000000000000000000000000000000000..1585d880ff3b0a1bef2eec4de9fe213af403b519 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_025_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a9b33185b4f991ea6c6aeb9b9d179a7241cb6b87583b85ea55a4f6e4a507d84b +size 176396 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_026_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_026_1.png new file mode 100644 index 0000000000000000000000000000000000000000..5d589ab36f3fcdec6a1691d322710b2e46aeecf5 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_026_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cce847c48a79bc3f49285556126a9766dd42be4439db46f3ddf3dc6bf086a1a8 +size 179951 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_026_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_026_2.png new file mode 100644 index 0000000000000000000000000000000000000000..c543928757c9cc7e43578489ab2e35b6eb684f7e --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_026_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:004970b94af619c53b232a801d312e7779a69ca50dd3a6ac458f7f8efac02ff7 +size 176316 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_027_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_027_1.png new file mode 100644 index 0000000000000000000000000000000000000000..01548f0db75da397892d7c39623d57f576431611 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_027_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ed5d24add61ef86b6e5f6463f094179f8c26e5242d21c9c80c36b7176ce22ced +size 180424 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_027_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_027_2.png new file mode 100644 index 0000000000000000000000000000000000000000..df67352410cd6932bf8c9005a9ef7ec14b32c1fc --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_027_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7305474e3ca9a839fb719567638c84ddb113ab9569960cb2a8afb764ddccf237 +size 176257 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_028_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_028_1.png new file mode 100644 index 0000000000000000000000000000000000000000..1c71ad617739a137a9b046e1ed470edd60582aac --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_028_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f562e4e59cb218d430b57760a7d48e9c9768cbbf0e0fde3cab85813d06915ac5 +size 180262 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_028_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_028_2.png new file mode 100644 index 0000000000000000000000000000000000000000..fa19a2713f9dcb62dadb508a737193c212869937 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_028_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d0b96cfa8597f7a1f85c53db8f400052d22f5477bc7ba53d9b28e320d02d147b +size 176311 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_029_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_029_1.png new file mode 100644 index 0000000000000000000000000000000000000000..7dd73ec755fc18fa765144457dcb728c534d173b --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_029_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:674afbdc656da0667793f730edebaececec3004b1fc99247fce8c7117ee7c2d0 +size 180394 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_029_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_029_2.png new file mode 100644 index 0000000000000000000000000000000000000000..5c65c8166f881895c93384cca86e8a5cedb8b336 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_029_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8f308c82f1cef4cc2b7f87a3000a03d941846e2caefb1e148a29acf21045c1d8 +size 176288 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_030_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_030_1.png new file mode 100644 index 0000000000000000000000000000000000000000..165f8747309bb31abde12a5be9f92d3fcba3e4d6 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_030_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3673906767adf39821fa610e3e71e248f7eb98489ab431a76d0e1da382555c0d +size 180424 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_030_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_030_2.png new file mode 100644 index 0000000000000000000000000000000000000000..5c674e47de3ff3c68a601e141a309bb9d79e74ab --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_030_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e8d05b064024635a7af7f7230b50e6f6a6394410e5f44ec5af3ae4eb1d298c9e +size 176189 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_031_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_031_1.png new file mode 100644 index 0000000000000000000000000000000000000000..819dd830ba8f1bb804a80f1d0b8b532e77666894 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_031_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cec5d70bc0f98cc5bab0f11d72b075f5c529d2131f3dd9be731cd0caca810749 +size 180378 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_031_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_031_2.png new file mode 100644 index 0000000000000000000000000000000000000000..256d7a592a4aff82366999fe773c3a4ea436937b --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_031_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d7905a9e0cfa6eea8af60e0e529640edbf67b63474c598e423fcb5ed12c7b023 +size 176260 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_032_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_032_1.png new file mode 100644 index 0000000000000000000000000000000000000000..527268b5dce67144bfad66c8f987b85be6e0d075 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_032_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:01c83f89e196b8f299ef7633cc852d42500995ed636f9c65edd171509db9d21c +size 180392 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_032_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_032_2.png new file mode 100644 index 0000000000000000000000000000000000000000..7c6748781c5d504a2ada2064bd6ae5adb263e4f0 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_032_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:843f700fd496420474934cedb0881b2a8ce51600f64c485893e18a30cf0cb5ba +size 176287 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_033_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_033_1.png new file mode 100644 index 0000000000000000000000000000000000000000..ac309c90ec48eba72e3f165ebffc5e5eaf36b9a8 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_033_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:52439f0745873b432674e330bf30e1bceff1cd4c8344d7f464858cbb56afc421 +size 180312 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_033_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_033_2.png new file mode 100644 index 0000000000000000000000000000000000000000..fc3fef150aaa2628a73b888edd88563bb66524ab --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_033_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:138625552c804b470591d41c090bd5e4e714c8908e43f6ec3b96ae6f0b5f33a4 +size 176141 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_034_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_034_1.png new file mode 100644 index 0000000000000000000000000000000000000000..cce456dc33766c16ac96bd8697e5ce6d6f29d520 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_034_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9897af94448a071a53cea3082b573d563f2b6beec527c286d4b3996bf7a82ce4 +size 180226 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_034_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_034_2.png new file mode 100644 index 0000000000000000000000000000000000000000..797d86eae309fff48cf85f9a244cf98121683d33 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_034_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a9a855675f4458266755d24e74d45e418eb2aabc66b56a20936c56e342a395cc +size 176388 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_035_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_035_1.png new file mode 100644 index 0000000000000000000000000000000000000000..9a2d05449eab79f927405b65a93820fc6aad4be1 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_035_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c5266f6bfac7eb15f521bc961556c6c3009273525b9264e0e45fdd003a927571 +size 180332 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_035_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_035_2.png new file mode 100644 index 0000000000000000000000000000000000000000..cab3336c4d8e28b1390e66b0812ae33006207e57 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_035_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c30cbfde4f8412ca3eeff3d362f22eead04ae06349157f3e45df88bed9197fa4 +size 176165 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_036_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_036_1.png new file mode 100644 index 0000000000000000000000000000000000000000..406f15229051725f439768612709b40fea337f89 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_036_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c9f3cb5484a91fa975da47cc76a9147e23c7b9a7c8688a7abb5daa12ec6c58e7 +size 180079 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_036_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_036_2.png new file mode 100644 index 0000000000000000000000000000000000000000..c7e234475daec385d35c78fe101f6c0d8bf3e32c --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_036_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aa0b52f97ba043fed67e60d987b51aa21252f20099b06db35c4deb897dffbf25 +size 176077 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_037_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_037_1.png new file mode 100644 index 0000000000000000000000000000000000000000..de9d57c221bf12227971f229e42ce7e17628d030 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_037_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:478b40ed6bc36a3d0d47f65f93359671775a7fa7fd7e7f66e23d863cba847db7 +size 180124 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_037_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_037_2.png new file mode 100644 index 0000000000000000000000000000000000000000..b0539ad90f7b1d95ede9ed8ea2ba4706e1d821a4 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_037_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ea809ff4ab61db94f3447490494be88a8580faa6b0e1e06240f419af49dd154b +size 176230 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_038_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_038_1.png new file mode 100644 index 0000000000000000000000000000000000000000..a52b81e022ab784a86e2be8abfc27adb32579e67 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_038_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6b6b84fd127ac007dae4aa3679eedbc70299cb503aa7cda89c92bbbe18f069c5 +size 180218 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_038_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_038_2.png new file mode 100644 index 0000000000000000000000000000000000000000..7a71a5c0c3292b0e64b0126871d4f59fca90cd79 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_038_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2a5c8c048dea430f8526af37682b38c547667e78aa456f112ccf8bdefa5c7829 +size 176144 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_039_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_039_1.png new file mode 100644 index 0000000000000000000000000000000000000000..662c451b63660288875c35e9492880b7900c7fcf --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_039_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:471f16f1dd407d922219874c09f901ce4cfd6367736d54779ba6682d183c5e4d +size 180163 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_039_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_039_2.png new file mode 100644 index 0000000000000000000000000000000000000000..7095aad11fe877bd4716cdafcccb4a14f8ba90d5 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_039_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:23eb74df0285248571e0d1f588e1e918e08143482b22ad2b859a5c4f507738b3 +size 176118 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_040_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_040_1.png new file mode 100644 index 0000000000000000000000000000000000000000..5ef1cb57a1ac6865ca56a22b78f7dffce20bf199 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_040_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ec6c2b8734fe2f631f71121ebc018c713fd5179d53a1cae96fcfd075de9c79a5 +size 180095 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_040_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_040_2.png new file mode 100644 index 0000000000000000000000000000000000000000..ac0d95825fb097f867b38377f27835121b9cabd3 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_040_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1c476c9f20d99c8ac82854dde5f0d01eda623531f47912a8dbafe1f3c45d2033 +size 176152 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_041_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_041_1.png new file mode 100644 index 0000000000000000000000000000000000000000..6fe048040305ca0a7abef010524ebeace2df8508 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_041_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:982110a467892d942919f3024ebad16e8143a19f97f4497c57d517f31553d4d2 +size 180176 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_041_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_041_2.png new file mode 100644 index 0000000000000000000000000000000000000000..018b5a29a77cefcd9f58f9ced7771a3d40bd80d9 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_041_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fe35870897f2b64219754473bec2c8bb54bf4eb6a8c5eabced14b1fc3b313bdb +size 176129 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_042_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_042_1.png new file mode 100644 index 0000000000000000000000000000000000000000..a48aacf8eda9038f36cdd97bc2f08f13582111ce --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_042_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7e4be103f3d6781c42f8107f393548d482a15c11db4b93072d3bb51568447880 +size 180042 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_042_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_042_2.png new file mode 100644 index 0000000000000000000000000000000000000000..31c17b34d55256ad0f7dfe3cff737203000c0589 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_042_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0a32f1ed84e36dc9092020a11ae92d7cc0040fa2703d7ca1034efdc7db4fda5e +size 176130 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_043_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_043_1.png new file mode 100644 index 0000000000000000000000000000000000000000..c57b46416fdbe52ecb1bb13812e88a5538c875a6 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_043_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2759b0efffa999dccecc9319baea0f8e66f0de0c5e669c9ae98d0b4436e1db1c +size 180131 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_043_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_043_2.png new file mode 100644 index 0000000000000000000000000000000000000000..062685292cc24be4f2ed2a6190cf587d17232654 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_043_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b45fd1780e98e833b8c754ac36f400007f8aa273e92b388dd46798cac14bd0c9 +size 176127 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_044_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_044_1.png new file mode 100644 index 0000000000000000000000000000000000000000..4393ba0ce5d2b7cb104a099ccd52ffa05f400c08 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_044_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:48d6cf0f5984e4ee07c0802a47ee0ebf7d315b7c9ca551e91f27a221a2eda57e +size 180104 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_044_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_044_2.png new file mode 100644 index 0000000000000000000000000000000000000000..29aeebb81398e937f85d1d08f9b495b2638286a5 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_044_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a336a512b9ac2c77e6c91bfd90f075a48825a7cb2911b72a04514366dd84b2d5 +size 176185 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_045_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_045_1.png new file mode 100644 index 0000000000000000000000000000000000000000..2861d090687fe1a7bb7456ee5b6a35250955048b --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_045_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1d2428eb9165bf67be2fef788375c8a2f220a9496c5d97dc17eb63e1684c8008 +size 179983 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_045_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_045_2.png new file mode 100644 index 0000000000000000000000000000000000000000..1bd0972195f5f75b7b60413ca6a83a7ddcd3860f --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_045_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a21ec4d2d57e900be8da56d21524c25b2df7b498c4b70bcd9633a1f07770774e +size 176093 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_046_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_046_1.png new file mode 100644 index 0000000000000000000000000000000000000000..edf6683d9ecf1f5330d44b743f3532c3b280ffcd --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_046_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:26855f3ea8dea2dc0c6b4251de40b0a9c09dc5a55f9c02a8276e28e133f72476 +size 179997 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_046_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_046_2.png new file mode 100644 index 0000000000000000000000000000000000000000..225cf0936fa717e02b38a863f4a4927c68e32223 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_046_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1286802a927979e7b308a22d48bed484f285be90445ff2d50e8e287b9705d459 +size 176128 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_047_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_047_1.png new file mode 100644 index 0000000000000000000000000000000000000000..426b40fb507ce519e8fdf007b4afb1fa5b3fd028 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_047_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:24e61010835cdf0b351af6ae7091d71dc6a6ef2abe588adabd6faf7027eda397 +size 180021 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_047_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_047_2.png new file mode 100644 index 0000000000000000000000000000000000000000..a060e2aafe05553587721efbc1c4db1782510c19 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_047_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5233ed8932c60e1e4474f84e41b2fc915704261d1120491a26d8973fb7d720ae +size 176120 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_048_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_048_1.png new file mode 100644 index 0000000000000000000000000000000000000000..ddcdbc9e4fa680edcb85a0e293bec931935b9a94 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_048_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1907af23d0117ac22e34c73e4b8d9fefc8d8ce04bbcf390c354507a4e7a56c4e +size 180065 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_048_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_048_2.png new file mode 100644 index 0000000000000000000000000000000000000000..976a41033a2a013d1c8bb6f55092514fe1d20474 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_048_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b8f3351d28c26d10141f724758ddfd12d9c9f9de5b92d4c9f4a08e937e2213cd +size 176126 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_049_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_049_1.png new file mode 100644 index 0000000000000000000000000000000000000000..7b949beb53e99d018693a3dbbf1ef3ccf20fe432 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_049_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ff0b531c9b3eb8fd732b6a2e334bbac3b894fa0e4aa37ff824eec16339a30b5f +size 180034 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_049_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_049_2.png new file mode 100644 index 0000000000000000000000000000000000000000..8cdd2c413568282c5754b7e822c9f39715f391ba --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_049_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6048a9cabd4ff09f225ef3f5d0f9d7aba7367257df8218b357361a71cbdce455 +size 176110 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_050_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_050_1.png new file mode 100644 index 0000000000000000000000000000000000000000..1d99ae5de1167d55395e6c2fe5ec927741fdc0be --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_050_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f5656feda6fa8ff6ad9da6672b01e986cddbc48e936650ecc25558953ced3193 +size 180072 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_050_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_050_2.png new file mode 100644 index 0000000000000000000000000000000000000000..ea3872917a4dafef561a8c12fa25aab8027f1110 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_050_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:108dd79bbf5943b9e518679a06b061aa3d48e222f0bda597c10ccfe5a172c230 +size 176126 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_051_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_051_1.png new file mode 100644 index 0000000000000000000000000000000000000000..3849b7ae8c5e693c5e4a0e193b49bb91dfca62b6 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_051_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e2341dea7084b79dd768079af574ec27f697a49e0d5e3df3fc3ee43ddef0fb21 +size 180031 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_051_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_051_2.png new file mode 100644 index 0000000000000000000000000000000000000000..ab07f2b6ba4b92483b84138c30864557c540f36d --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_051_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e37c45629a8459e2ef50aae35e6082aebb310b6ce356d5def0a064843fdeb214 +size 176140 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_052_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_052_1.png new file mode 100644 index 0000000000000000000000000000000000000000..a62d24cd3efca390c6a2a2336a2b91da3c09836a --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_052_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:070d84a3142ff53136d03db63ca2135d0faa35af349e620e35b310db57cf0cef +size 180022 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_052_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_052_2.png new file mode 100644 index 0000000000000000000000000000000000000000..f0057c2c84e3780b4a8f7b221ccb9d8d4ef7cd39 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_052_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:203ee1e08349fa563e018d6035ced6073b5176f7181e03bb4d2d013e5a266509 +size 176129 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_053_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_053_1.png new file mode 100644 index 0000000000000000000000000000000000000000..dd04fd4a1b77b70667403017e9e01c4e684dde85 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_053_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:360e623c737e7ec8f8e76a94cf817e76e565021182d66ae7ce817a658c01fa4c +size 180047 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_053_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_053_2.png new file mode 100644 index 0000000000000000000000000000000000000000..e19a0000c4c9ea8acf4cfaa04557a2fa318f2b3b --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_053_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b049c1830468ba3b725d558d0b87525e6defda1ad668505ccbe9111e61242907 +size 176101 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_054_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_054_1.png new file mode 100644 index 0000000000000000000000000000000000000000..e4b595589cbbd09de82bbefa953fa740ae9e83a0 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_054_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e319934fe444e5127132811e97a13e8d2d2c5a355e23c9722c76230c844b6f7c +size 180036 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_054_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_054_2.png new file mode 100644 index 0000000000000000000000000000000000000000..78d5d3ef7b703746a98c6ac63dd5c8d503f827f7 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_054_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a109db90b34e9c212b01d206206086154ae5623fe78026086add27ea2aa52dd9 +size 176125 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_055_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_055_1.png new file mode 100644 index 0000000000000000000000000000000000000000..c5d948d9e599d826ad71df70224c2fdc2658fe8f --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_055_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2710c60c36dd0eabf28efa33d2b7c78e35738cb5cd2b0ed86926a68f1a7c3fb0 +size 180039 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_055_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_055_2.png new file mode 100644 index 0000000000000000000000000000000000000000..57f220015b07017af00a2073b9692ef93bcaf1da --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_055_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:65b424c1613c9da4712d2987a22aa8106a12d6d5d796663908d2882e26590b5c +size 176152 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_056_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_056_1.png new file mode 100644 index 0000000000000000000000000000000000000000..d5ee2ed04f8700ad5906467d6dfb2ca4dd95bb96 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_056_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7a13aba71b84c8aa3318654c2d5f169db8a483d3d6066e549af9d623456785c8 +size 180056 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_056_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_056_2.png new file mode 100644 index 0000000000000000000000000000000000000000..862906b507f63d92974f3433071d31caf3b3a452 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_056_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:de6b971fa2bab3598f598b5c10a111025ea73732d190086b04806008dafd894a +size 176146 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_057_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_057_1.png new file mode 100644 index 0000000000000000000000000000000000000000..b290a509fc8108bc3530548252dd88336ace6a9c --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_057_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:10e7d1c5579df34e7a71a223693af965d3dabea8047f648320733e5bf608356e +size 180085 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_057_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_057_2.png new file mode 100644 index 0000000000000000000000000000000000000000..211a8f28fe82bb161076358f5736533c09eefbc6 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_057_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ada0e0a44c28bdf928386da0e152da198b77352d0e563bb491b3f34ac76f45bc +size 176157 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_058_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_058_1.png new file mode 100644 index 0000000000000000000000000000000000000000..bad276edbc5119cd2dafec13904c711f40199e2c --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_058_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a162ab83448c100742e078b44e116a0c6e5b65884fac2c6cfddb0d931dfe9789 +size 180088 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_058_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_058_2.png new file mode 100644 index 0000000000000000000000000000000000000000..9495c1e031946b0ef1aaceb69bc73bec5d68fb96 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_058_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a06a70e45b92faa92ad0875766c11997f4855441b7f4c90023c2b7a0c5c8aee7 +size 176143 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_059_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_059_1.png new file mode 100644 index 0000000000000000000000000000000000000000..b07fb4a6e8e21b5a5e49efb05c093bbc702e23ae --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_059_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:83f54f645350b1794f2fd9b6219314dd8ec6a2fa65459a68aa9068c969177891 +size 180037 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_059_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_059_2.png new file mode 100644 index 0000000000000000000000000000000000000000..c05ee65ed10adf0fdc58afdfe3d2ca4dedda00f6 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_059_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8edd69713a19c5161309b62a03f200b0aec864ddb8749c2eccf144084994f382 +size 176096 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_060_1.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_060_1.png new file mode 100644 index 0000000000000000000000000000000000000000..e82d39c475e3e78fde7f2e7885dc9a6572498068 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_060_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cfc06fd508ee1c339e4b8698a5c904ddf565fda1aa8ade5b5a5bf1e0953eafaf +size 180043 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_060_2.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_060_2.png new file mode 100644 index 0000000000000000000000000000000000000000..2683365e56b06e0c8d5bedf6b968f5fc5d368be3 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/figures/standard_3class/fold_2/epoch_060_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:40cb0089044a767d185abb0e6670e23fdf9bfb1b397486e678735c122d585ef4 +size 176147 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0001_c07p05_slice040_dice0.000.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0001_c07p05_slice040_dice0.000.png new file mode 100644 index 0000000000000000000000000000000000000000..fcd835eb6b1b50d0a382692287ca2083254848f4 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0001_c07p05_slice040_dice0.000.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e7413e45971e2f361932115326559a63da8a4a89507045d64af8176804c2a14c +size 313119 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0002_c07p05_slice041_dice0.000.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0002_c07p05_slice041_dice0.000.png new file mode 100644 index 0000000000000000000000000000000000000000..6a445a88b9f5e733dc0bbf3108f9bb8f49f84e70 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0002_c07p05_slice041_dice0.000.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0ff2b5f6b29109603e1dd56aeb126b886d09a3dbca997d3111c43953e8df124b +size 304947 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0003_c07p05_slice042_dice0.000.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0003_c07p05_slice042_dice0.000.png new file mode 100644 index 0000000000000000000000000000000000000000..54863861bd11be18a0449c89c27a0922dd3913b3 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0003_c07p05_slice042_dice0.000.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fa7f0ade527dc840b9ce9d876fcf5b0e1f85091561738e0809066dd31f32fe73 +size 297983 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0004_107680_slice009_dice0.373.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0004_107680_slice009_dice0.373.png new file mode 100644 index 0000000000000000000000000000000000000000..fb3f0077f57cc616152ef56b93e1a22081d32b46 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0004_107680_slice009_dice0.373.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:48bb6de79d6acee7927922f47abe1f93be4c7dd216c389a95747f80d7aef7394 +size 360810 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0005_c01p04_slice031_dice0.383.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0005_c01p04_slice031_dice0.383.png new file mode 100644 index 0000000000000000000000000000000000000000..0238afe1d91dd494dfccc6c8d93b6497f1552dc6 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0005_c01p04_slice031_dice0.383.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2b73e855872278456311acc97dac70e40e21707f2d3e0d915ff1d604611868f5 +size 309291 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0006_c01p04_slice025_dice0.391.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0006_c01p04_slice025_dice0.391.png new file mode 100644 index 0000000000000000000000000000000000000000..d88aa787ccf4c1a37cac3864c34fc57f81ffe887 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0006_c01p04_slice025_dice0.391.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2c805392345e9c2e17f9252ec5bf525aa9bd05bc544c762fd9ae7e3c1fa8c556 +size 282215 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0007_c01p04_slice024_dice0.416.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0007_c01p04_slice024_dice0.416.png new file mode 100644 index 0000000000000000000000000000000000000000..f6078e217e35cfdb96b1bdc9847132d1bbeb757e --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0007_c01p04_slice024_dice0.416.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:945b3e1cf27874557350657fce68bf79e04b8456228ec891591c751dc24fe777 +size 303961 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0008_c08p04_slice042_dice0.421.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0008_c08p04_slice042_dice0.421.png new file mode 100644 index 0000000000000000000000000000000000000000..d7bba3de61f8fc7379a8ba3ea37f41300adcbb04 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0008_c08p04_slice042_dice0.421.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e270dedbcfd6b5c9e4354b05ff850751f4d9f56564c3a3ef51730b44c8f198b9 +size 274159 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0009_c08p04_slice040_dice0.427.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0009_c08p04_slice040_dice0.427.png new file mode 100644 index 0000000000000000000000000000000000000000..75834ac70e6eac41a0b9c566b26dbba62ee12c02 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0009_c08p04_slice040_dice0.427.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ffed00a8de53e7438d023d654ca353c17c579def9d0e166d1ebcd023479b3ff5 +size 308597 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0010_114585_slice015_dice0.438.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0010_114585_slice015_dice0.438.png new file mode 100644 index 0000000000000000000000000000000000000000..39482ab8e742a5c29088737f009e1232bad15886 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0010_114585_slice015_dice0.438.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1861bed11a0876f0b583cd692a8d0d7d24a3f6ac49e547b5a3ecb98132775f0c +size 361966 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0011_110012_slice015_dice0.452.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0011_110012_slice015_dice0.452.png new file mode 100644 index 0000000000000000000000000000000000000000..4890a0510188f5ab43bd24a8cdc5b42a58b512ee --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0011_110012_slice015_dice0.452.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dd6db083dbdd7fb7fcd97d30a8732a4a5bdd161a06e652966e52ec52089e61df +size 292844 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0012_105549_slice015_dice0.462.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0012_105549_slice015_dice0.462.png new file mode 100644 index 0000000000000000000000000000000000000000..fd4e8bbaaa258c989c2f1072c432a22a9c0352cd --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0012_105549_slice015_dice0.462.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:156f0495b11f5f8b891843fab5560193121898ccb62f59eb480eaad2d2af59d9 +size 305299 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0013_c07p05_slice026_dice0.463.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0013_c07p05_slice026_dice0.463.png new file mode 100644 index 0000000000000000000000000000000000000000..41e43c83d37572d08c39198599655b74c3f3eb2f --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0013_c07p05_slice026_dice0.463.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2c5ca1b448ca47a46679d3c47b1825491d16dffe876dac78bad8cb260c7cfd98 +size 371045 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0014_110012_slice010_dice0.468.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0014_110012_slice010_dice0.468.png new file mode 100644 index 0000000000000000000000000000000000000000..15fa002029a1bf0801faf9d51d776871f9eba748 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0014_110012_slice010_dice0.468.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:39decfdc3cb074d6c451cb7c787a01e66f6ff4010735a78618f0cca09eb0a406 +size 343766 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0015_107680_slice013_dice0.480.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0015_107680_slice013_dice0.480.png new file mode 100644 index 0000000000000000000000000000000000000000..7df0a894b77bc7a52208ff7c36fdde438438b345 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0015_107680_slice013_dice0.480.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0b69da40c0f82707c59cabac8e155e4b1369971edfee3d7f84298d7c46f68b0a +size 366295 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0016_111489_slice012_dice0.482.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0016_111489_slice012_dice0.482.png new file mode 100644 index 0000000000000000000000000000000000000000..7f6246cc2756d58b68148c9f7093ed677ba8f296 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0016_111489_slice012_dice0.482.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8241ddc706d66856d62c33e3880a33deb23bca0b35db070fd65967e2f6d59520 +size 346173 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0017_c08p04_slice043_dicenan.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0017_c08p04_slice043_dicenan.png new file mode 100644 index 0000000000000000000000000000000000000000..025ea44ff481fe6488ea3e7a362be11803fd406c --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0017_c08p04_slice043_dicenan.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:52f6e4c087e40fbac863ea560a0b5622a44040d367e1e7dd1d8d82b016d09ef6 +size 256524 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0018_c01p04_slice042_dicenan.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0018_c01p04_slice042_dicenan.png new file mode 100644 index 0000000000000000000000000000000000000000..5bc2e70b89203a8cb2ba6e13cc6a8c8a83282829 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0018_c01p04_slice042_dicenan.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5dae5c0bd728574c7823fc8857745524e488cb4b547c4df619673702081d06bd +size 289006 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0019_c01p04_slice043_dicenan.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0019_c01p04_slice043_dicenan.png new file mode 100644 index 0000000000000000000000000000000000000000..eadccec4d319fc9d5e4028f318c4d3ab65c13de7 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0019_c01p04_slice043_dicenan.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c2619465f760d7d7c45058be07c8aea2f78248e693922254b9ebd8cfcc97b0de +size 283428 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0020_111489_slice015_dicenan.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0020_111489_slice015_dicenan.png new file mode 100644 index 0000000000000000000000000000000000000000..985d273989bf7f369ede141d7e09df5f98ce04b8 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0020_111489_slice015_dicenan.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b9306ae6494e1e29a61f896fca264d1a468b474f6d1d183cd6db550eae8f67c7 +size 303984 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0021_111489_slice014_dicenan.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0021_111489_slice014_dicenan.png new file mode 100644 index 0000000000000000000000000000000000000000..2e7a3f0986f63217d8736e1ba2f447af5b21920b --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0021_111489_slice014_dicenan.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1fbddeb23ecdee4dea6125958d16861721ad8bd173798a98233488dd8cec2b95 +size 319851 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0022_c07p05_slice043_dicenan.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0022_c07p05_slice043_dicenan.png new file mode 100644 index 0000000000000000000000000000000000000000..83a332b76fc63ac72f9d12fc2191dd63a2be83f6 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0022_c07p05_slice043_dicenan.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:83c163aa7a72c1181087fb39f16ccaa198688789904be4aa820a08f8968a1e9f +size 288469 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0023_c07p05_slice025_dice0.542.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0023_c07p05_slice025_dice0.542.png new file mode 100644 index 0000000000000000000000000000000000000000..074cf11ee3fd55dd005078afc965293895c960a5 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0023_c07p05_slice025_dice0.542.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:da2b8a14f7917c52ad90b84f8fe0ad4aa01d8ba0caa1514d119b32c95b14f19b +size 381765 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0024_c01p04_slice032_dice0.558.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0024_c01p04_slice032_dice0.558.png new file mode 100644 index 0000000000000000000000000000000000000000..729eb3282efe7a456abb2be7910c8dd9da5f475b --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0024_c01p04_slice032_dice0.558.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f4e7f4d825ece8e21d4b55f89d75071664c64241ba0af8b49ca55969784f47de +size 327853 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0025_107680_slice012_dice0.577.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0025_107680_slice012_dice0.577.png new file mode 100644 index 0000000000000000000000000000000000000000..4869d7e7c73d780a9f97964265ba0f7717aa2d9c --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0025_107680_slice012_dice0.577.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ffb0d411845514fab8b88091609884d4c83822b3a69a55f024c9ed4f1346ca36 +size 373871 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0026_c07p05_slice029_dice0.598.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0026_c07p05_slice029_dice0.598.png new file mode 100644 index 0000000000000000000000000000000000000000..69ce7433d8ece213e64facbc8b9f88a40ff97f39 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0026_c07p05_slice029_dice0.598.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bacc5ba9eba97b23edaeeddee913696178c13cd4178a2c34accfc9545f9666f4 +size 372223 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0027_105549_slice010_dice0.623.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0027_105549_slice010_dice0.623.png new file mode 100644 index 0000000000000000000000000000000000000000..e4c2c48e0994644618965e385f7a844dbffb5af9 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0027_105549_slice010_dice0.623.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:73401e05908fd55af985858b9d2329a19733e3551ced4d331461145ce8e4e3e1 +size 405812 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0028_109816_slice009_dice0.628.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0028_109816_slice009_dice0.628.png new file mode 100644 index 0000000000000000000000000000000000000000..6757983848e9831605fc649a72345a0746e9e7d7 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0028_109816_slice009_dice0.628.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:83ea295b4f03751f508240a855ac15a709afeea71f0038da520e6d8d5713ca29 +size 346544 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0029_c01p04_slice029_dice0.643.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0029_c01p04_slice029_dice0.643.png new file mode 100644 index 0000000000000000000000000000000000000000..b05d7c6552cd5b4e91bac5d8e513eab77f141526 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0029_c01p04_slice029_dice0.643.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ae8e4e816659eb2caf41953b76bc0da0b5b2ddc04fb30b442054229a157134e4 +size 302552 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0030_c08p04_slice027_dice0.646.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0030_c08p04_slice027_dice0.646.png new file mode 100644 index 0000000000000000000000000000000000000000..0f4ded9cea95432815e6e531455570a134e8bb7e --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0030_c08p04_slice027_dice0.646.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8fe30acfb76aa2483dc32ee132cc431233b643a1e14eb4cc54492017f9bbde71 +size 366842 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/overview/confidence_vs_dice_scatter.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/overview/confidence_vs_dice_scatter.png new file mode 100644 index 0000000000000000000000000000000000000000..bb886c49316e8431147dd54644daac6e65658766 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/overview/confidence_vs_dice_scatter.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/overview/dice_violin_all_slices.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/overview/dice_violin_all_slices.png new file mode 100644 index 0000000000000000000000000000000000000000..da402a0eed037c8a1239897cceb73424ff44cc1c Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/overview/dice_violin_all_slices.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/overview/difficulty_score_histogram.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/overview/difficulty_score_histogram.png new file mode 100644 index 0000000000000000000000000000000000000000..838b72255eaff48b1339b466dbcaa2b421682e6b Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/overview/difficulty_score_histogram.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/overview/error_rate_histogram.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/overview/error_rate_histogram.png new file mode 100644 index 0000000000000000000000000000000000000000..e311b8f166ebab2b706c77880a2b6133a1f1532b Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/overview/error_rate_histogram.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/overview/patient_ranking.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/overview/patient_ranking.png new file mode 100644 index 0000000000000000000000000000000000000000..c22189a65dc978bdea03a6996571d59455258ae9 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/overview/patient_ranking.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank001_107680_composite0.682.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank001_107680_composite0.682.png new file mode 100644 index 0000000000000000000000000000000000000000..5286bce9d4b2292225595a1fe1e663cf9bac00a1 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank001_107680_composite0.682.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5be5c49d8116a91c595927d24b4bc14c586b5433daae9f4299d20aef05ba2ef0 +size 142113 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank002_c01p04_composite0.686.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank002_c01p04_composite0.686.png new file mode 100644 index 0000000000000000000000000000000000000000..576ae4d2243eef2eb7a7267e08df663645fd5aa1 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank002_c01p04_composite0.686.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e9c28ae3bb72f31e946aff20f1122d84f973355766c1a2c730057b9f0c81dc7f +size 162704 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank003_c07p05_composite0.724.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank003_c07p05_composite0.724.png new file mode 100644 index 0000000000000000000000000000000000000000..17151eea66bc2b24d1ae01dd6ca44ac5a7c442be --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank003_c07p05_composite0.724.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f39fcfd2cd6738fc8db6ef550dbf8131cf5da435b1655a5c3dcd6af69dd9e62e +size 153178 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank004_c08p04_composite0.730.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank004_c08p04_composite0.730.png new file mode 100644 index 0000000000000000000000000000000000000000..5d0661fe6c07b7e451a11e6bbd7b5d2f4d477e53 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank004_c08p04_composite0.730.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:acf1c7e913edde05177cba3b833d2466c424700ce967746eb9283b292fe2d6ca +size 164744 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank005_111489_composite0.766.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank005_111489_composite0.766.png new file mode 100644 index 0000000000000000000000000000000000000000..52a5fc294115af933c89e570eea55692ae35da03 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank005_111489_composite0.766.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:be8b28cdd610d800ba8ed3c2931ae8b39e84bea76415cf5ed80ba03ef765879f +size 137713 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank006_114585_composite0.784.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank006_114585_composite0.784.png new file mode 100644 index 0000000000000000000000000000000000000000..45efb1aa351249e0f6812414b7ac6ad783ef1915 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank006_114585_composite0.784.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aad7396f4c7c4805d24f9a4771938a6d891f7b5aa0e068397adfcb121233b7a7 +size 134937 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank007_110012_composite0.796.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank007_110012_composite0.796.png new file mode 100644 index 0000000000000000000000000000000000000000..aa1491d2e957e75ac1caf28f012fc2e1b0f61e4f --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank007_110012_composite0.796.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2f7d0115bc3fc5484de04fa4034e3517d4089fe6b72b74e3a471122a14f903d7 +size 144061 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank008_105549_composite0.813.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank008_105549_composite0.813.png new file mode 100644 index 0000000000000000000000000000000000000000..f9fe715a92df80ee10401d614637676e04d6a4f8 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank008_105549_composite0.813.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:34d5732ee96c07dbb8e4e5fc859c9c7cc4747c5cf7561b5f7455e78862478fed +size 142446 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank009_109816_composite0.826.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank009_109816_composite0.826.png new file mode 100644 index 0000000000000000000000000000000000000000..09b778e0da85aa0ce2cf4ee7f347ac6dbe55b4eb --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank009_109816_composite0.826.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:56c2b0b8311f5cc4bcb959b8b8f6ddd304f5117555789c4abfb4cbea3b9c78fa +size 145241 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank010_105074_composite0.849.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank010_105074_composite0.849.png new file mode 100644 index 0000000000000000000000000000000000000000..5cdf5f7eb27f60bd3e861277411c8242cd4f24dd --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank010_105074_composite0.849.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ab64d254673fb398bdb614d679dd4de4a8019cf258e40acbf15f5dbae90cccf6 +size 129264 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/tables/patient_difficulty_ranking.csv b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/tables/patient_difficulty_ranking.csv new file mode 100644 index 0000000000000000000000000000000000000000..8b2f8ccea0e203e86e827719fcdeca86810ac100 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/tables/patient_difficulty_ranking.csv @@ -0,0 +1,14 @@ +patient_id,n_slices,mean_error_rate,ventricles_mean_dice,ventricles_std_dice,ventricles_min_dice,abnormal_wmh_mean_dice,abnormal_wmh_std_dice,abnormal_wmh_min_dice,composite_dice,difficulty_rank +107680,7,0.0011313302176339285,0.898630160404951,0.084734861989529,0.7457627112324046,0.464612703817515,0.35975508442445187,0.0,0.681621432111233,1 +c01p04,20,0.00189361572265625,0.8423424598627354,0.1012586070087495,0.6767485821026941,0.5289273523972091,0.289052765125311,0.0,0.6856349061299722,2 +c07p05,20,0.00230560302734375,0.9234195250548513,0.05681874413977013,0.7455621297363538,0.5237615984754286,0.32983306481999286,0.0,0.7235905617651399,3 +c08p04,20,0.001125335693359375,0.6811260185798738,0.28578332069752777,0.0,0.7786064479585609,0.1334674550319624,0.42105262936288085,0.7298662332692174,4 +111489,7,0.002247401646205357,0.8981776105728478,0.047435355041333754,0.8422391856434811,0.6344337829760093,0.3291424912994435,0.0,0.7663056967744286,5 +114585,7,0.005839756556919643,0.7676805573557489,0.3287588631797542,0.0,0.8004368824377265,0.0727629140401817,0.6840236685581037,0.7840587198967377,6 +110012,7,0.0015040806361607143,0.9061872270978373,0.03767951732189123,0.8588888888411728,0.6857346169963874,0.30813680186459547,0.030769230721893494,0.7959609220471123,7 +105549,7,0.0022757393973214285,0.925465902969241,0.0335293380321822,0.880211780219708,0.7005955237707714,0.20633466433849285,0.3157894731301939,0.8130307133700062,8 +109816,7,0.0018048967633928572,0.8836204485798941,0.0930569601184643,0.6916666663784723,0.7683104991476019,0.12011279321441717,0.5641025626561472,0.825965473863748,9 +105074,7,0.002735682896205357,0.8654387204304465,0.10393830766552269,0.6774193545655567,0.8328163556060904,0.04275983475150135,0.7837837834307281,0.8491275380182683,10 +108807,7,0.003101893833705357,0.901802387708655,0.063014587126926,0.7867036008901097,0.8298149564317503,0.06679881079359774,0.7150259063652715,0.8658086720702026,11 +106780,7,0.0019967215401785715,0.8783493285524951,0.0831135334463749,0.7218453187623005,0.8592365118309658,0.0676272084152101,0.723404253779991,0.8687929201917305,12 +106063,7,0.003914969308035714,0.9449971348010999,0.019859350786354594,0.9287717329821216,0.8907492289333006,0.0272114904800557,0.8447071466499351,0.9178731818672002,13 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/tables/slice_difficulty_ranking.csv b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/tables/slice_difficulty_ranking.csv new file mode 100644 index 0000000000000000000000000000000000000000..a77ee52c4f0d8d485c73d5df3be27a7985b79159 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/error_analysis/tables/slice_difficulty_ranking.csv @@ -0,0 +1,131 @@ +patient_id,slice_num,slice_id,error_rate,wrong_pixels,mean_fg_dice,min_fg_dice,mean_confidence,background_dice,background_iou,background_precision,background_recall,background_fp_rate,background_fn_rate,background_gt_px,background_pred_px,background_err_px,ventricles_dice,ventricles_iou,ventricles_precision,ventricles_recall,ventricles_fp_rate,ventricles_fn_rate,ventricles_gt_px,ventricles_pred_px,ventricles_err_px,abnormal_wmh_dice,abnormal_wmh_iou,abnormal_wmh_precision,abnormal_wmh_recall,abnormal_wmh_fp_rate,abnormal_wmh_fn_rate,abnormal_wmh_gt_px,abnormal_wmh_pred_px,abnormal_wmh_err_px,difficulty_score,difficulty_rank +c07p05,40,c07p05_slice_040,0.0006256103515625,41,0.0,0.0,0.999985933303833,0.9996870969457612,0.9993743896469126,0.9994353903421238,0.9999389303638224,0.0005646096563510956,6.10696346509107e-05,65499,65532,41,,,0.0,0.0,0.0,0.0,0,0,0,0.0,0.0,0.0,0.0,1.0,1.0,37,4,41,0.6001279354095458,1 +c07p05,41,c07p05_slice_041,0.000396728515625,26,0.0,0.0,0.9999951720237732,0.9998015963852389,0.9996032714828497,0.9996032714828497,0.9999999999984736,0.000396728515625,0.0,65510,65536,26,,,0.0,0.0,0.0,0.0,0,0,0,0.0,0.0,0.0,0.0,0.0,1.0,26,0,26,0.6000803112983703,2 +c07p05,42,c07p05_slice_042,0.0001373291015625,9,0.0,0.0,1.0,0.9999313307333115,0.9998626708969118,0.9998626708969118,0.9999999999984739,0.0001373291015625,0.0,65527,65536,9,,,0.0,0.0,0.0,0.0,0,0,0,0.0,0.0,0.0,0.0,0.0,1.0,9,0,9,0.6000274658203125,3 +107680,9,107680_slice_009,0.0006866455078125,45,0.3728813556162023,0.0,0.999939501285553,0.9996563285186234,0.9993128931762668,0.9993891917464545,0.9999236081387889,0.0006108082520194848,7.639185968343213e-05,65452,65487,45,0.7457627112324046,0.5945945937910885,0.8979591818408996,0.6376811584961143,0.10204081632653061,0.36231884057971014,69,49,30,0.0,0.0,0.0,0.0,0.0,1.0,15,0,15,0.37642061547473055,4 +c01p04,31,c01p04_slice_031,0.0029296875,192,0.3831258644006742,0.0,0.999916672706604,0.9985420950853269,0.9970884349556414,0.9975011497761804,0.9995852152256742,0.002498850222290357,0.0004147847727901189,65094,65230,190,0.7662517288013484,0.6210762330446017,0.9857651242043539,0.6266968324373988,0.014234875444839857,0.3733031674208145,442,281,169,0.0,0.0,0.0,0.0,1.0,0.0,0,25,25,0.37072708431827467,5 +c01p04,25,c01p04_slice_025,0.0019378662109375,127,0.3906542055344572,0.0,0.9999377727508545,0.9990270212285588,0.9980559339920736,0.9983157250022993,0.999739331767791,0.0016842749961721022,0.0002606682306760507,65217,65310,127,0.7813084110689144,0.6411042942818698,0.9675925921446331,0.6551724135877202,0.032407407407407406,0.3448275862068966,319,216,117,0.0,0.0,0.0,0.0,1.0,0.0,0,10,10,0.3660074953713423,6 +c01p04,24,c01p04_slice_024,0.0025634765625,168,0.41621621610372533,0.0,0.9997973442077637,0.9987135900019919,0.9974304854531868,0.9994482758605372,0.9979799834710648,0.0005517241379310345,0.0020200165274079514,65346,65250,168,0.8324324322074507,0.7129629626328875,0.8555555550802469,0.8105263153628809,0.14444444444444443,0.18947368421052632,190,180,62,0.0,0.0,0.0,0.0,1.0,0.0,0,106,106,0.35082349680871205,7 +c08p04,42,c08p04_slice_042,0.0001678466796875,11,0.42105262936288085,0.42105262936288085,0.999996542930603,0.9999160644922284,0.9998321430736131,0.9999389545959558,0.9998931754349287,6.104540251812286e-05,0.00010682456354535466,65528,65525,11,,,0.0,0.0,0.0,0.0,0,0,0,0.42105262936288085,0.2666666648888889,0.36363636033057856,0.4999999937500001,0.6363636363636364,0.5,8,11,11,0.34740268313208833,8 +c08p04,40,c08p04_slice_040,0.0002288818359375,15,0.4266666660977778,0.0,0.9999765157699585,0.9998854900635913,0.9997710063492309,0.999999999998473,0.9997710063492309,0.0,0.00022899364924279433,65504,65489,15,0.0,0.0,0.0,0.0,1.0,0.0,0,4,4,0.8533333321955556,0.7441860447809626,0.7441860447809626,0.999999996875,0.2558139534883721,0.0,32,43,11,0.3440504735545291,9 +114585,15,114585_slice_015,0.00274658203125,180,0.4382504287788807,0.0,0.9997172355651855,0.9986216880079167,0.9972471702740568,0.9980145904500292,0.9992295246151487,0.0019854095484347586,0.0007704753833115032,64895,64974,179,0.0,0.0,0.0,0.0,1.0,0.0,0,37,37,0.8765008575577614,0.780152671636618,0.9733333331479366,0.7971918875511401,0.02666666666666667,0.20280811232449297,641,525,144,0.33765561202588446,10 +110012,15,110012_slice_015,0.0002593994140625,17,0.4516129017689906,0.4516129017689906,0.9999747276306152,0.9998702696095116,0.9997405728746055,0.9998016024402903,0.9999389462100862,0.00019839755818389928,6.105378838756945e-05,65516,65525,17,,,0.0,0.0,0.0,0.0,0,0,0,0.4516129017689906,0.29166666545138886,0.6363636305785125,0.34999999825,0.36363636363636365,0.65,20,11,17,0.32908919329529507,11 +105549,15,105549_slice_015,0.0001068115234375,7,0.46153845798816573,0.46153845798816573,0.9999995231628418,0.9999465889400957,0.9998931835853694,0.999938959253777,0.9999542187413207,6.10407446970853e-05,4.578125715332143e-05,65529,65530,7,,,0.0,0.0,0.0,0.0,0,0,0,0.46153845798816573,0.2999999970000001,0.4999999916666668,0.42857142244897967,0.5,0.5714285714285714,7,6,7,0.3230983828792197,12 +c07p05,26,c07p05_slice_026,0.0029449462890625,193,0.463203463170043,0.0,0.9998010396957397,0.9985107450125402,0.9970259191897601,0.9982257467276625,0.9987959060791324,0.001774253270797334,0.0012040939193257074,64779,64816,193,0.926406926340086,0.8629032256904701,0.93043478247385,0.9224137929709176,0.06956521739130435,0.07758620689655173,696,690,102,0.0,0.0,0.0,0.0,1.0,1.0,61,30,91,0.3227067034166387,13 +110012,10,110012_slice_010,0.002410888671875,158,0.4684941908344799,0.030769230721893494,0.9997034668922424,0.9987845592865834,0.9975720695786502,0.9979094290881454,0.9996612257453039,0.002090570910320657,0.00033877425315676006,64940,65054,158,0.9062191509470663,0.8285198554461156,0.9582463463552722,0.8595505616367883,0.04175365344467641,0.1404494382022472,534,479,95,0.030769230721893494,0.015624999975585939,0.3333333222222226,0.016129032232049947,0.6666666666666666,0.9838709677419355,62,3,63,0.3194449698552385,14 +107680,13,107680_slice_013,0.0014190673828125,93,0.479555555534242,0.0,0.9997646808624268,0.9992780680160849,0.9985571776517701,0.9995651633727799,0.9989911375296854,0.0004348366256677848,0.0010088624687640659,64429,64392,93,0.959111111068484,0.9214346711424906,0.9440069990425191,0.9747064136427546,0.05599300087489064,0.025293586269196026,1107,1143,92,0.0,0.0,0.0,0.0,1.0,0.0,0,1,1,0.3125975439835319,15 +111489,12,111489_slice_012,0.0021820068359375,143,0.48166978858759246,0.0,0.9996817111968994,0.9988769251301755,0.9977563700247932,0.9990887810073698,0.9986651590800611,0.0009112189910606274,0.0013348409183705518,63678,63651,143,0.9633395771751849,0.9292720701636927,0.9549071617530552,0.9719222461678227,0.04509283819628647,0.028077753779697623,1852,1885,137,0.0,0.0,0.0,0.0,0.0,1.0,6,0,6,0.3114981859752521,16 +c08p04,43,c08p04_slice_043,0.0,0,,,0.9999999403953552,0.999999999999237,0.9999999999984741,0.9999999999984741,0.9999999999984741,0.0,0.0,65536,65536,0,,,0.0,0.0,0.0,0.0,0,0,0,,,0.0,0.0,0.0,0.0,0,0,0,0.30000001192092896,17 +c01p04,42,c01p04_slice_042,0.0,0,,,1.0,0.999999999999237,0.9999999999984741,0.9999999999984741,0.9999999999984741,0.0,0.0,65536,65536,0,,,0.0,0.0,0.0,0.0,0,0,0,,,0.0,0.0,0.0,0.0,0,0,0,0.3,18 +c01p04,43,c01p04_slice_043,0.0,0,,,1.0,0.999999999999237,0.9999999999984741,0.9999999999984741,0.9999999999984741,0.0,0.0,65536,65536,0,,,0.0,0.0,0.0,0.0,0,0,0,,,0.0,0.0,0.0,0.0,0,0,0,0.3,19 +111489,15,111489_slice_015,0.0,0,,,1.0,0.999999999999237,0.9999999999984741,0.9999999999984741,0.9999999999984741,0.0,0.0,65536,65536,0,,,0.0,0.0,0.0,0.0,0,0,0,,,0.0,0.0,0.0,0.0,0,0,0,0.3,20 +111489,14,111489_slice_014,0.0,0,,,1.0,0.999999999999237,0.9999999999984741,0.9999999999984741,0.9999999999984741,0.0,0.0,65536,65536,0,,,0.0,0.0,0.0,0.0,0,0,0,,,0.0,0.0,0.0,0.0,0,0,0,0.3,21 +c07p05,43,c07p05_slice_043,0.0,0,,,1.0,0.999999999999237,0.9999999999984741,0.9999999999984741,0.9999999999984741,0.0,0.0,65536,65536,0,,,0.0,0.0,0.0,0.0,0,0,0,,,0.0,0.0,0.0,0.0,0,0,0,0.3,22 +c07p05,25,c07p05_slice_025,0.0068359375,448,0.5415930105214812,0.16136919311457965,0.999825656414032,0.996535725331738,0.993095370197594,0.9935087962733498,0.9995811550796587,0.006491203725118337,0.00041884491879062407,64463,64857,448,0.9218168279283829,0.8549723755725177,0.9582043342169962,0.8880918219672752,0.04179566563467492,0.11190817790530846,697,646,105,0.16136919311457965,0.08776595742346649,0.999999996969697,0.08776595742346649,0.0,0.9122340425531915,376,33,343,0.27644624990430483,23 +c01p04,32,c01p04_slice_032,0.003692626953125,242,0.5583186322983744,0.3058823525813149,0.9998317360877991,0.9981387478841731,0.9962844114154606,0.9971877305123599,0.9990915809555351,0.0028122694861076963,0.000908419042926649,64948,65072,242,0.8107549120154338,0.6817391303162194,0.9874055413129961,0.6877192981249616,0.012594458438287154,0.312280701754386,570,397,183,0.3058823525813149,0.18055555530478395,0.19402985045667187,0.7222222182098765,0.8059701492537313,0.2777777777777778,18,67,59,0.26578099879404055,24 +107680,12,107680_slice_012,0.001922607421875,126,0.5772727270475014,0.1999999996,0.9997260570526123,0.9990242391380787,0.998050380638426,0.9986530214107686,0.9993957329434012,0.0013469785876852095,0.0006042670550502782,64541,64589,126,0.9545454544950028,0.9130434781685497,0.9606382977701449,0.9485294116650704,0.039361702127659576,0.051470588235294115,952,940,86,0.1999999996,0.11111111086419753,0.7142857040816327,0.11627906949702542,0.2857142857142857,0.8837209302325582,43,7,40,0.2540756738453517,25 +c07p05,29,c07p05_slice_029,0.00347900390625,228,0.5977200035186452,0.27419354816597297,0.9997548460960388,0.9982428028448029,0.9964917703407827,0.9978179792305703,0.9986679883510955,0.0021820207678856065,0.0013320116473576607,64564,64619,227,0.9212464588713174,0.8539915965489505,0.907366071327303,0.9355581126656435,0.09263392857142858,0.06444188722669736,869,896,139,0.27419354816597297,0.15887850452441263,0.8095238056689342,0.1650485435290791,0.19047619047619047,0.8349514563106796,103,21,90,0.24211282945085513,26 +105549,10,105549_slice_010,0.0038604736328125,253,0.6226044990827517,0.3157894731301939,0.999431848526001,0.9980231749521437,0.9960541501590878,0.9974698174192177,0.9985771467868557,0.0025301825792243895,0.0014228532115829634,63956,64027,253,0.9294195250353094,0.8681454096815683,0.9501011462609507,0.9096191090439238,0.049898853674983146,0.09038089089735313,1549,1483,214,0.3157894731301939,0.187499999609375,0.3461538448224852,0.29032257970863684,0.6538461538461539,0.7096774193548387,31,26,39,0.22732302557171125,27 +109816,9,109816_slice_009,0.0013885498046875,91,0.6278846145173098,0.5641025626561472,0.999921441078186,0.9993042441101593,0.9986094556997057,0.9989147381599478,0.9996940539367614,0.0010852618385252667,0.0003059460617093206,65371,65422,91,0.6916666663784723,0.528662420045438,0.8058252419360921,0.6058394156161756,0.1941747572815534,0.39416058394160586,137,103,74,0.5641025626561472,0.3928571414540816,0.9999999909090911,0.3928571414540816,0.0,0.6071428571428571,28,11,17,0.2235626530349144,28 +c01p04,29,c01p04_slice_029,0.0019073486328125,125,0.6433955788023564,0.5384615363905325,0.9999090433120728,0.9990428570327043,0.9980875445586846,0.9982097225819806,0.9998773833593896,0.0017902774164919744,0.00012261663907792289,65244,65353,125,0.7483296212141805,0.5978647684705107,0.9824561397763415,0.6043165465452098,0.017543859649122806,0.39568345323741005,278,171,113,0.5384615363905325,0.3684210506925208,0.5833333284722223,0.49999999642857146,0.4166666666666667,0.5,14,12,12,0.2143623137827341,29 +c08p04,27,c08p04_slice_027,0.004058837890625,266,0.6461335918331934,0.5365853655919096,0.999810516834259,0.9979640911772178,0.9959364553608183,0.9979717582689295,0.9979564242017793,0.0020282417295370385,0.0020435757966872563,65082,65081,265,0.7556818180744771,0.607305935934405,0.8364779871583402,0.6891191708059277,0.16352201257861634,0.31088082901554404,386,318,172,0.5365853655919096,0.36666666642222223,0.4014598537215622,0.8088235282223184,0.5985401459854015,0.19117647058823528,68,137,95,0.21316950911135715,30 +c08p04,32,c08p04_slice_032,0.001922607421875,126,0.6631016041007749,0.6631016041007749,0.9998691082000732,0.9990359454612932,0.9980737479346327,0.9997702944809425,0.9983026744330805,0.00022970551752653099,0.001697325565392908,65397,65301,126,,,0.0,0.0,0.0,0.0,0,0,0,0.6631016041007749,0.49599999980160003,0.5276595742435491,0.8920863302934631,0.4723404255319149,0.1079136690647482,139,235,126,0.20254973738389542,31 +c08p04,36,c08p04_slice_036,0.0004119873046875,27,0.6666666658436214,0.6666666658436214,0.9999597668647766,0.9997938789680209,0.9995878428902905,0.99993891824054,0.9996488817632248,6.108175793299331e-05,0.0003511182352492176,65505,65486,27,,,0.0,0.0,0.0,0.0,0,0,0,0.6666666658436214,0.49999999907407405,0.53999999892,0.8709677391259105,0.46,0.12903225806451613,31,50,27,0.2000904445818093,32 +c01p04,30,c01p04_slice_030,0.0023040771484375,151,0.6675635999010672,0.5714285697959184,0.9999701380729675,0.9988578261895097,0.9977182585243752,0.9980697938034283,0.9996471039493676,0.0019302061950427403,0.00035289604909858073,65175,65278,149,0.7636986300062161,0.6177285316848397,0.9570815446536131,0.6353276351466303,0.04291845493562232,0.3646723646723647,351,233,138,0.5714285697959184,0.3999999984,0.3999999984,0.9999999900000002,0.6,0.0,10,25,15,0.1999286278744537,33 +c01p04,26,c01p04_slice_026,0.0026092529296875,171,0.6767485821026941,0.6767485821026941,0.9999616742134094,0.9986900867905605,0.9973836008369457,0.997627829385841,0.9997546087527993,0.002372170612632191,0.00024539124566731084,65202,65341,171,0.6767485821026941,0.5114285712824489,0.917948717477975,0.5359281435521173,0.08205128205128205,0.46407185628742514,334,195,171,,,0.0,0.0,0.0,0.0,0,0,0,0.1944803664816392,34 +c01p04,37,c01p04_slice_037,0.0024566650390625,161,0.6792031836676587,0.3850267377620178,0.9997995495796204,0.9987534550965114,0.9975100140722908,0.9992408632453883,0.9982665222086391,0.0007591367530636591,0.001733477789815818,64610,64547,161,0.9733796295732997,0.9481397969618783,0.9988123514253192,0.9492099321727755,0.0011876484560570072,0.050790067720090294,886,842,46,0.3850267377620178,0.23841059586860228,0.24489795901707623,0.89999999775,0.7551020408163265,0.1,40,147,115,0.1930095128912932,35 +c08p04,30,c08p04_slice_030,0.001251220703125,82,0.6848100221482433,0.47058823252595156,0.9998792409896851,0.9993708375525585,0.9987424662980987,0.999416846982184,0.9993248323574102,0.000583153016282246,0.0006751676410563305,65169,65163,82,0.47058823252595156,0.30769230532544384,0.9999999750000006,0.30769230532544384,0.0,0.6923076923076923,13,4,9,0.899031811770535,0.8165829143676927,0.8807588073493878,0.9180790957858533,0.11924119241192412,0.08192090395480225,354,369,73,0.18938838265374203,36 +c07p05,39,c07p05_slice_039,0.0010223388671875,67,0.6854460090678658,0.6854460090678658,0.9999660849571228,0.9994879985320081,0.9989765210867223,0.9989765210867223,0.9999999999984709,0.0010234789117516765,0.0,65396,65463,67,,,0.0,0.0,0.0,0.0,0,0,0,0.6854460090678658,0.5214285710561225,0.9999999986301371,0.5214285710561225,0.0,0.4785714285714286,140,73,67,0.18894364534129343,37 +c01p04,38,c01p04_slice_038,0.0024871826171875,163,0.6988655377505814,0.4200913240090907,0.9998025298118591,0.998738809838058,0.997480796870319,0.9994889504885951,0.9979897943389547,0.000511049509857061,0.0020102056595020876,64670,64573,163,0.977639751492072,0.9562575940514876,0.996202531519468,0.9597560974439322,0.0037974683544303796,0.04024390243902439,820,790,36,0.4200913240090907,0.26589595360352836,0.26589595360352836,0.999999997826087,0.7341040462427746,0.0,46,173,127,0.18121760791071687,38 +c07p05,28,c07p05_slice_028,0.0024871826171875,163,0.7130554980701274,0.5074626858097573,0.9997913241386414,0.9987404081688017,0.9974839854889288,0.9987635621758234,0.9987172552337552,0.0012364378226329944,0.001282744764701337,64705,64702,163,0.9186483103304975,0.8495370369387111,0.9028290281792338,0.9350318470146457,0.0971709717097171,0.06496815286624204,785,813,130,0.5074626858097573,0.33999999931999997,0.8095238056689342,0.3695652165879017,0.19047619047619047,0.6304347826086957,46,21,33,0.1727058728536328,39 +c08p04,33,c08p04_slice_033,0.0005035400390625,33,0.7226890750229504,0.7226890750229504,0.9999570846557617,0.9997480011905037,0.9994961293558098,0.9997250985048417,0.9997709049240171,0.00027490149363144874,0.0002290950744558992,65475,65478,33,,,0.0,0.0,0.0,0.0,0,0,0,0.7226890750229504,0.5657894729397508,0.7413793090665873,0.7049180316312819,0.25862068965517243,0.29508196721311475,61,58,33,0.1664958460628899,40 +c07p05,24,c07p05_slice_024,0.0052337646484375,343,0.7380871063441068,0.5347222221293886,0.9996885061264038,0.9973455094215088,0.9947050741737373,0.995381169381331,0.9993176178644552,0.004618830617131382,0.0006823821339950372,64480,64735,343,0.9414519905588249,0.8893805308422743,0.9466248036190542,0.9363354035813144,0.05337519623233909,0.06366459627329192,644,637,75,0.5347222221293886,0.3649289098661306,0.9390243896713266,0.3737864076762654,0.06097560975609756,0.6262135922330098,412,164,268,0.15825678789794267,41 +109816,11,109816_slice_011,0.00274658203125,180,0.743838118523938,0.6075949363243071,0.9997018575668335,0.998614638650813,0.9972331104434752,0.9982612174539942,0.9989683101829341,0.0017387825444697483,0.0010316898155277017,64942,64988,180,0.880081300723569,0.7858439200025692,0.8818737269079686,0.8782961458664713,0.11812627291242363,0.12170385395537525,493,491,118,0.6075949363243071,0.43636363596694216,0.842105261680517,0.4752475242819332,0.15789473684210525,0.5247524752475248,101,57,62,0.15430607377852049,42 +c01p04,41,c01p04_slice_041,0.0006561279296875,43,0.7442834128376185,0.7407407393689986,0.9999074339866638,0.9996715124932204,0.9993432407236581,0.9997555236362806,0.9995875154666428,0.0002444763621917306,0.00041248453183005636,65457,65446,43,0.7407407393689986,0.5882352923875432,0.9999999949999999,0.5882352923875432,0.0,0.4117647058823529,34,20,14,0.7478260863062383,0.5972222213927469,0.6142857134081633,0.9555555534320987,0.38571428571428573,0.044444444444444446,45,70,29,0.15357969108603367,43 +c08p04,26,c08p04_slice_026,0.0031280517578125,205,0.7468965514951108,0.6995073888179767,0.9998038411140442,0.9984251242607699,0.9968552011888921,0.9987550527934482,0.998095413631619,0.001244947205016676,0.0019045863668479095,65106,65063,205,0.7942857141722449,0.6587677723557422,0.7637362635264461,0.827380952134708,0.23626373626373626,0.17261904761904762,336,364,144,0.6995073888179767,0.537878787471304,0.651376146191398,0.7553191481326392,0.3486238532110092,0.24468085106382978,94,109,61,0.15252691123168718,44 +c08p04,34,c08p04_slice_034,0.0003204345703125,21,0.7469879509072435,0.7469879509072435,0.9999823570251465,0.9998396811938408,0.9996794137836811,0.9997557251893133,0.9999236512986915,0.00024427480916030533,7.634869978164272e-05,65489,65500,21,,,0.0,0.0,0.0,0.0,0,0,0,0.7469879509072435,0.5961538450073964,0.8611111087191358,0.6595744666817565,0.1388888888888889,0.3404255319148936,47,36,21,0.15187484496468714,45 +108807,9,108807_slice_009,0.00201416015625,132,0.7508647536276907,0.7150259063652715,0.999748170375824,0.9989886452435687,0.9979793340972094,0.9988049823030154,0.999172375739882,0.0011950176954543365,0.0008276242585866017,65247,65271,132,0.7867036008901097,0.6484018261879444,0.8711656436373217,0.7171717168095093,0.12883435582822086,0.2828282828282828,198,163,77,0.7150259063652715,0.5564516124544745,0.6764705875720877,0.7582417574085256,0.3235294117647059,0.24175824175824176,91,102,55,0.1499343457794708,46 +c07p05,30,c07p05_slice_030,0.0034027099609375,223,0.7580685246296257,0.5736434106303707,0.9997597932815552,0.9982692919611341,0.9965445642726594,0.9975492857238176,0.9989903383127792,0.0024507142746351073,0.0010096616856690175,64378,64471,223,0.9424936386288807,0.8912415783550296,0.9556243549065403,0.9297188754086628,0.04437564499484004,0.07028112449799197,996,969,113,0.5736434106303707,0.4021739128249055,0.770833332530382,0.45679012317482093,0.22916666666666666,0.5432098765432098,162,96,110,0.14588746855810103,47 +107680,10,107680_slice_010,0.0018310546875,120,0.7620529754603056,0.7032967025238498,0.9998010396957397,0.9990801919325174,0.9981620744038256,0.9986821337159252,0.9994785675929768,0.0013178662825444013,0.0005214324054903765,65205,65257,120,0.8208092483967613,0.6960784311450724,0.8838174270191629,0.7661870500841054,0.11618257261410789,0.23381294964028776,278,241,93,0.7032967025238498,0.5423728804366561,0.8421052609418282,0.603773583766465,0.15789473684210525,0.39622641509433965,53,38,27,0.1431742177221687,48 +107680,15,107680_slice_015,0.000274658203125,18,0.763157893732687,0.763157893732687,0.9999700784683228,0.9998625912233963,0.999725220203948,0.9997404817864016,0.9999847304916781,0.0002595182120721766,1.5269506794930524e-05,65490,65506,18,,,0.0,0.0,0.0,0.0,0,0,0,0.763157893732687,0.6170212752829335,0.9666666634444444,0.6304347812381852,0.03333333333333333,0.3695652173913043,46,30,18,0.1421661797073482,49 +114585,14,114585_slice_014,0.0099639892578125,653,0.7710794507639569,0.6600249065180542,0.9992362856864929,0.994860088944079,0.9897727450688503,0.9907503213855849,0.9990040942774957,0.009249678612861757,0.0009959057209250857,63259,63786,653,0.6600249065180542,0.492565055670527,0.8862876251216428,0.5257936506893266,0.11371237458193979,0.4742063492063492,504,299,273,0.8821339950098595,0.7891231964045992,0.9800137835299784,0.802030456807556,0.019986216402481046,0.19796954314720813,1773,1451,380,0.13949787025588978,50 +c01p04,33,c01p04_slice_033,0.0032196044921875,211,0.7745683448064596,0.71999999904,0.9998393654823303,0.9983754860060835,0.9967562415431731,0.9973388709413977,0.9994142581872841,0.0026611290570681435,0.0005857418111753372,64875,65010,211,0.8291366905729193,0.7081413209357694,0.9564315350712798,0.7317460316298816,0.043568464730290454,0.26825396825396824,630,482,190,0.71999999904,0.562499998828125,0.6136363622417356,0.8709677391259105,0.38636363636363635,0.12903225806451613,31,44,21,0.13593504091809566,51 +105074,9,105074_slice_009,0.0015411376953125,101,0.7780160354103469,0.6774193545655567,0.9998119473457336,0.99922694812822,0.9984550905515809,0.9988676184777137,0.9995865363985795,0.0011323815207577774,0.00041346359988974306,65302,65349,101,0.6774193545655567,0.5121951216389055,0.8484848476277931,0.5637583888833837,0.15151515151515152,0.436241610738255,149,99,80,0.8786127162551371,0.783505153831438,0.8636363626549587,0.8941176460069205,0.13636363636363635,0.10588235294117647,85,88,21,0.13353621682370762,52 +105074,15,105074_slice_015,0.000732421875,48,0.7837837834307281,0.7837837834307281,0.9999285340309143,0.9996331677485674,0.9992666045302461,0.9993582201289681,0.9999082666977542,0.0006417798695047598,9.173330071704863e-05,65407,65443,48,,,0.0,0.0,0.0,0.0,0,0,0,0.7837837834307281,0.6444444439670782,0.9354838699618454,0.6744186041283577,0.06451612903225806,0.32558139534883723,129,93,48,0.12989050751038028,53 +111489,10,111489_slice_010,0.0020599365234375,135,0.7912358513770951,0.6451612882414152,0.9997192621231079,0.9989539992089143,0.9979101843666343,0.9986831709228668,0.9992249744226072,0.001316829075585989,0.0007750255758440028,64514,64549,135,0.937310414512775,0.8820171264622247,0.949795081869898,0.9251497005064722,0.050204918032786885,0.0748502994011976,1002,976,124,0.6451612882414152,0.4761904739229025,0.9090909008264464,0.49999999749999996,0.09090909090909091,0.5,20,11,11,0.12572662405380888,54 +c01p04,39,c01p04_slice_039,0.001617431640625,106,0.7915121715049271,0.6120218575890591,0.9998379349708557,0.9991826159366765,0.998366567015443,0.9995525865112554,0.9988129191382119,0.00044741348720243147,0.0011870808602482078,64865,64817,106,0.971002485420795,0.9436392913134237,0.9881956153476905,0.9543973939813686,0.011804384485666104,0.04560260586319218,614,593,35,0.6120218575890591,0.4409448815425631,0.4444444440917108,0.9824561386272699,0.5555555555555556,0.017543859649122806,57,126,71,0.12544859643099757,55 +c01p04,28,c01p04_slice_028,0.001190185546875,78,0.7937062921236979,0.7692307662721893,0.9999375343322754,0.9994029850738619,0.9988066825760376,0.9990665217974826,0.9997396750516826,0.0009334782009885687,0.00026032494678651825,65303,65347,78,0.8181818179752066,0.6923076920118343,0.92045454493156,0.7363636360289256,0.07954545454545454,0.2636363636363636,220,176,72,0.7692307662721893,0.62499999609375,0.7692307633136095,0.7692307633136095,0.23076923076923078,0.23076923076923078,13,13,6,0.12402675496870118,56 +107680,11,107680_slice_011,0.0014801025390625,97,0.7949019602715648,0.6470588225778547,0.9997192025184631,0.9992522874600134,0.9985056922326829,0.9992599901316612,0.9992445849055742,0.0007400098667982239,0.0007554150928852231,64865,64864,97,0.9427450979652748,0.8916913945264553,0.9361370715052747,0.9494470772591711,0.06386292834890965,0.05055292259083728,633,642,73,0.6470588225778547,0.47826086852551986,0.7333333308888889,0.5789473668975069,0.26666666666666666,0.42105263157894735,38,30,24,0.12341100384118099,57 +c07p05,31,c07p05_slice_031,0.0040130615234375,263,0.796294473077764,0.6422413791719307,0.9997513890266418,0.997978132727034,0.9959644248513885,0.9970477181953835,0.9989102853480099,0.002952281803067265,0.0010897146504351076,64237,64357,260,0.9503475669835973,0.9053926205387518,0.9968749998961589,0.9079696393825455,0.003125,0.0920303605313093,1054,960,100,0.6422413791719307,0.47301587286570923,0.6803652964929839,0.6081632650578925,0.319634703196347,0.39183673469387753,245,219,166,0.12307565065270072,58 +c08p04,28,c08p04_slice_028,0.0027313232421875,179,0.7977452168653051,0.7113702621832739,0.9998757839202881,0.9986310851334318,0.9972659129992054,0.9984160912808157,0.9988461715958233,0.0015839087176490489,0.0011538284026399593,65001,65029,178,0.8841201715473362,0.7923076921045364,0.9035087716656407,0.8655462182449449,0.09649122807017543,0.13445378151260504,357,342,81,0.7113702621832739,0.5520361988452325,0.7393939389458218,0.685393258041914,0.2606060606060606,0.3146067415730337,178,165,99,0.12192397774519684,59 +c01p04,27,c01p04_slice_027,0.0020904541015625,137,0.7985821475820221,0.6880733943375978,0.9999524354934692,0.9989511961714841,0.9979045900169806,0.9980419751560331,0.9998620753053501,0.0019580248424401884,0.0001379246931175578,65253,65372,137,0.6880733943375978,0.5244755242921414,0.9433962258217634,0.5415162452918714,0.05660377358490566,0.4584837545126354,277,159,136,0.9090909008264464,0.8333333194444447,0.9999999800000003,0.8333333194444447,0.0,0.16666666666666666,6,5,1,0.12127831517240541,60 +106780,9,106780_slice_009,0.003997802734375,262,0.800668959499597,0.7218453187623005,0.9996353387832642,0.9979824737020853,0.995973071837638,0.9973220057238321,0.9986438170370505,0.00267799427463293,0.0013561829614104303,64888,64974,262,0.7218453187623005,0.5647558385212832,0.7846607667301885,0.6683417083747885,0.2153392330383481,0.3316582914572864,398,339,205,0.8794926002368937,0.7849056600811676,0.9327354255907017,0.8319999996672001,0.06726457399103139,0.168,250,223,57,0.12047111709046393,61 +c07p05,35,c07p05_slice_035,0.0023651123046875,155,0.8047906917716656,0.7455621297363538,0.9998176097869873,0.9988160403461169,0.9976348808978274,0.9985243255691361,0.9991079256179167,0.0014756744293290293,0.0008920743805466263,65017,65055,154,0.7455621297363538,0.5943396220808117,0.9692307677396451,0.6057692301867604,0.03076923076923077,0.3942307692307692,104,65,43,0.8640192538069773,0.7605932201778404,0.8629807690233219,0.8650602407554071,0.13701923076923078,0.13493975903614458,415,416,113,0.11763508544054066,62 +105549,9,105549_slice_009,0.0037689208984375,247,0.8059595484977184,0.7317073167757288,0.9995854496955872,0.9980899354282194,0.9961871536391902,0.9974651457525774,0.998715508301223,0.0025348542458808617,0.0012844916972313788,64617,64698,247,0.880211780219708,0.7860520093633508,0.9679767101938899,0.8070388348535147,0.03202328966521106,0.1929611650485437,824,687,181,0.7317073167757288,0.5769230765532545,0.5960264896715056,0.9473684200554017,0.40397350993377484,0.05263157894736842,95,151,66,0.11726096514193898,63 +c07p05,27,c07p05_slice_027,0.0023040771484375,151,0.8113840216520336,0.7088607585963789,0.9997965693473816,0.9988492697875405,0.9977011848910798,0.998779847402158,0.9989187018227614,0.0012201525962993853,0.0010812981756955064,64737,64746,149,0.9139072847076882,0.8414634145315288,0.9102902373469275,0.9175531913673467,0.08970976253298153,0.08244680851063829,752,758,130,0.7088607585963789,0.5490196067666282,0.8749999972656249,0.595744679583522,0.125,0.40425531914893614,47,32,23,0.11367108856899101,64 +114585,11,114585_slice_011,0.0071868896484375,471,0.8144442666987158,0.6840236685581037,0.9992738366127014,0.9962774743722713,0.9925825603537181,0.9949799513765747,0.9975783859055767,0.0050200486218545766,0.002421614092844368,63181,63346,471,0.944864864839328,0.8954918032328129,0.9382716048879081,0.9515514425176074,0.06172839506172839,0.048448557430593356,1837,1863,204,0.6840236685581037,0.5197841725683842,0.8837920486593908,0.5579150578073523,0.1162079510703364,0.4420849420849421,518,327,267,0.11291605058791772,65 +c07p05,37,c07p05_slice_037,0.0016021728515625,105,0.8154657292064208,0.8154657292064208,0.9999397993087769,0.9991954207941586,0.9983921352428666,0.9987744910292762,0.9996167055056426,0.0012255089691937684,0.0003832944928247271,65224,65279,105,,,0.0,0.0,0.0,0.0,0,0,0,0.8154657292064208,0.688427299498983,0.9027237350573059,0.7435897433514135,0.09727626459143969,0.2564102564102564,312,257,105,0.11105303718470465,66 +105074,10,105074_slice_010,0.0018310546875,120,0.8183277394083471,0.8051948048462361,0.99976646900177,0.9990797263712085,0.9981611449921877,0.9991256998220736,0.9990337571494317,0.0008743001763938952,0.0009662428490360577,65201,65195,120,0.8314606739704582,0.7115384612647928,0.7708333330121528,0.9024390239500297,0.22916666666666666,0.0975609756097561,205,240,75,0.8051948048462361,0.6739130429899182,0.9207920782962455,0.7153846148343196,0.07920792079207921,0.2846153846153846,130,101,45,0.10941627349213771,67 +114585,10,114585_slice_010,0.005645751953125,370,0.8292406396552345,0.732087227300298,0.9995332956314087,0.9971034914662619,0.9942237139942327,0.9978065021527649,0.9964014707017188,0.0021934978456717587,0.0035985292967222094,63915,63825,370,0.9263940520101712,0.8628808863668365,0.8824362605607339,0.974960876293039,0.11756373937677053,0.025039123630672927,1278,1412,198,0.732087227300298,0.5773955772537112,0.7859531769946644,0.6851311951355302,0.2140468227424749,0.31486880466472306,343,299,172,0.10367810747120254,68 +106780,11,106780_slice_011,0.002471923828125,162,0.8282189808016127,0.723404253779991,0.9996224045753479,0.9987422360240693,0.9974876320140855,0.9991611389852901,0.9983236841681309,0.0008388610131576903,0.0016763158303195866,64427,64373,162,0.9330337078232345,0.8744734624368597,0.9145374448533446,0.9522935778942849,0.08546255506607929,0.047706422018348627,1090,1135,149,0.723404253779991,0.5666666647777777,0.6071428549744898,0.8947368373961219,0.39285714285714285,0.10526315789473684,19,28,13,0.10363851536958778,69 +111489,11,111489_slice_011,0.0047454833984375,311,0.8320967687071439,0.7659574451788139,0.9996103644371033,0.9975717732293874,0.9951553104636023,0.9971747002981438,0.9979691625123054,0.0028252997002997005,0.002030837486135629,64013,64064,311,0.8982360922354737,0.8152709359103897,0.9168975068617107,0.8803191488776383,0.08310249307479224,0.1196808510638298,1504,1444,300,0.7659574451788139,0.6206896530321047,0.6428571405612244,0.9473684160664819,0.35714285714285715,0.05263157894736842,19,28,11,0.1017689625679805,70 +c07p05,36,c07p05_slice_036,0.0020751953125,136,0.8312655085817289,0.8312655085817289,0.9998922348022461,0.9989559823737592,0.997914142419598,0.9983888292143649,0.9995237802614607,0.001611170784103115,0.00047621973700380976,65096,65170,136,,,0.0,0.0,0.0,0.0,0,0,0,0.8312655085817289,0.711252653776804,0.9153005461980053,0.7613636361905991,0.08469945355191257,0.23863636363636365,440,366,136,0.10167728695301345,71 +108807,11,108807_slice_011,0.0046539306640625,305,0.8335396674446571,0.7474150663593183,0.9994672536849976,0.9976306446969185,0.9952724905434384,0.9976383947283414,0.9976228947843552,0.0023616052701086027,0.0023771052140948356,64364,64363,305,0.919664268529996,0.8512763595059627,0.9002347416783762,0.9399509802769669,0.09976525821596244,0.06004901960784314,816,852,134,0.7474150663593183,0.5966981130668164,0.788161993523937,0.7106741571037432,0.2118380062305296,0.2893258426966292,356,321,171,0.10091353492901871,72 +c08p04,41,c08p04_slice_041,4.57763671875e-05,3,0.8421052587257617,0.8421052587257617,0.9999978542327881,0.9999771084973256,0.9999542180426688,0.9999847388807497,0.9999694782288218,1.5261117724262123e-05,3.052176965220444e-05,65527,65526,3,,,0.0,0.0,0.0,0.0,0,0,0,0.8421052587257617,0.7272727206611571,0.7999999920000002,0.8888888790123458,0.2,0.1111111111111111,9,10,3,0.09474642919142287,73 +c08p04,24,c08p04_slice_024,0.0022735595703125,149,0.8430475449980327,0.8243064728105276,0.9997577667236328,0.9988632174012236,0.9977290164170666,0.9990166856144194,0.9987097963306013,0.0009833143840457241,0.001290203667864713,65106,65086,148,0.8243064728105276,0.7011235953480621,0.8167539264877607,0.8319999997781333,0.18324607329842932,0.168,375,382,133,0.8617886171855378,0.7571428560612246,0.7794117635596887,0.9636363618842975,0.22058823529411764,0.03636363636363636,55,68,17,0.09467463157051632,74 +c08p04,25,c08p04_slice_025,0.0021514892578125,141,0.8439857929174811,0.8371428570232653,0.9997997283935547,0.998916975827055,0.9978362949989291,0.9993698705914005,0.9984644913612307,0.0006301294070635969,0.0015355086372360845,65125,65066,141,0.8371428570232653,0.7199017197248399,0.7855227879931573,0.8960244645577906,0.21447721179624665,0.10397553516819572,327,373,114,0.8508287288116969,0.7403846146727071,0.7938144321713254,0.9166666655753969,0.20618556701030927,0.08333333333333333,84,97,27,0.0940788764223629,75 +108807,10,108807_slice_010,0.0019989013671875,131,0.8440652874451873,0.8372093020010816,0.9997555017471313,0.9989939869594607,0.9979899960091478,0.9992625708607961,0.9987255473988903,0.0007374291376688021,0.001274452599576206,65126,65091,131,0.850921272889293,0.7405247811252114,0.8246753244075729,0.8788927332598987,0.17532467532467533,0.12110726643598616,289,308,89,0.8372093020010816,0.71999999952,0.7883211673077948,0.8925619827334199,0.2116788321167883,0.10743801652892562,121,137,42,0.09400950745689886,76 +c01p04,35,c01p04_slice_035,0.0012054443359375,79,0.8441182908406946,0.71999999904,0.9998946189880371,0.9993884076139385,0.9987775628611237,0.9991795538615161,0.9995973486944812,0.0008204461369371043,0.00040265130397076134,64572,64599,79,0.968236582641389,0.9384288746349864,0.9943757029252671,0.9434364993656952,0.00562429696287964,0.05656350053361793,937,889,58,0.71999999904,0.562499998828125,0.562499998828125,0.9999999962962962,0.4375,0.0,27,48,21,0.09379119056516334,77 +c01p04,34,c01p04_slice_034,0.0023345947265625,153,0.8497985464750384,0.784810125588848,0.9998195171356201,0.998817592369994,0.9976379776132803,0.9980539939442175,0.9995823601277675,0.0019460060542410577,0.0004176398706863215,64649,64748,153,0.9147869673612289,0.8429561199950397,0.9851551955485621,0.8538011694907836,0.014844804318488529,0.14619883040935672,855,741,136,0.784810125588848,0.6458333319878472,0.6595744666817565,0.9687499969726562,0.3404255319148936,0.03125,32,47,17,0.09062388763316545,78 +105549,13,105549_slice_013,0.0017852783203125,117,0.8496994386901133,0.8020304564456698,0.9996083974838257,0.9991007954494108,0.9982032065836381,0.9995386673622545,0.9986633070076535,0.00046133263620846087,0.0013366929908121563,65086,65029,117,0.8973684209345568,0.8138424819060042,0.8357843135206411,0.9687499997247869,0.1642156862745098,0.03125,352,408,78,0.8020304564456698,0.6694915248563631,0.7979797971737578,0.806122448157018,0.20202020202020202,0.19387755102040816,98,99,39,0.09061571295322936,79 +c01p04,40,c01p04_slice_040,0.0009918212890625,65,0.850046210386368,0.749999999506579,0.9999104738235474,0.999501453454161,0.999003403757936,0.9994324631085691,0.999570453323618,0.0005675368898978433,0.00042954667484850807,65185,65194,65,0.9500924212661568,0.9049295771461515,0.9884615380813608,0.9145907470054836,0.011538461538461539,0.08540925266903915,281,260,27,0.749999999506579,0.5999999993684211,0.6951219503718026,0.814285713122449,0.3048780487804878,0.18571428571428572,70,82,38,0.09018854326128224,80 +114585,9,114585_slice_009,0.00299072265625,196,0.8510151478425965,0.7915407852593532,0.9996777176856995,0.9984920076397225,0.9969885565132164,0.9990096252034926,0.9979749261837438,0.0009903747949614682,0.002025073814713475,64689,64622,195,0.9104895104258398,0.8356867778131339,0.9092178769679864,0.9117647057546548,0.09078212290502793,0.08823529411764706,714,716,128,0.7915407852593532,0.6549999996725,0.6616161612820121,0.9849624052744644,0.3383838383838384,0.015037593984962405,133,198,69,0.09005351228855221,81 +111489,9,111489_slice_009,0.0022125244140625,145,0.8524921415594056,0.8422391856434811,0.9997650384902954,0.9988857553418434,0.9977739910023216,0.9985558013750636,0.9992159274333166,0.0014441986234021633,0.0007840725651472058,65045,65088,145,0.8422391856434811,0.7274725273126433,0.9168975066712195,0.7788235292285121,0.08310249307479224,0.2211764705882353,425,361,124,0.86274509747533,0.7586206887831947,0.7586206887831947,0.9999999984848486,0.2413793103448276,0.0,66,87,21,0.08899421224911007,82 +c01p04,36,c01p04_slice_036,0.001678466796875,110,0.8546321080738273,0.7578947360443213,0.9998944997787476,0.9991485277262601,0.998298504228993,0.9986383400111429,0.9996592369991176,0.0013616599873118047,0.0003407629993339632,64561,64627,110,0.9513694801033331,0.9072494668542378,0.9964871193212544,0.9101604277101433,0.00351288056206089,0.08983957219251337,935,854,87,0.7578947360443213,0.6101694904912381,0.6545454533553718,0.89999999775,0.34545454545454546,0.1,40,55,23,0.08757752855932911,83 +110012,9,110012_slice_009,0.00115966796875,76,0.8552706546911254,0.8148148138088707,0.9998065829277039,0.9994172047290774,0.9988350883631476,0.9993099217896039,0.9995245107046452,0.0006900782088636713,0.0004754892938217069,65196,65210,76,0.8957264955733801,0.8111455105847846,0.9065743941499742,0.885135134836103,0.09342560553633218,0.11486486486486487,296,289,61,0.8148148138088707,0.6874999985677083,0.8918918894813732,0.7499999982954545,0.10810810810810811,0.25,44,37,15,0.08710822419353398,84 +105074,12,105074_slice_012,0.0049896240234375,327,0.8571909325144627,0.7989556133684188,0.9994091987609863,0.9974399724417359,0.994893018895838,0.9966830947336358,0.99819800056254,0.003316905264804819,0.0018019994358958289,63818,63915,327,0.9154262516605066,0.8440424204089805,0.9494736841438965,0.8837361201251641,0.05052631578947368,0.116263879817113,1531,1425,250,0.7989556133684188,0.6652173910151229,0.7806122444996877,0.8181818177442878,0.2193877551020408,0.18181818181818182,187,196,77,0.08680152554381262,85 +109816,15,109816_slice_015,0.001251220703125,82,0.8563646024134548,0.8113207543342826,0.9997596144676208,0.9993713295605445,0.9987434490775097,0.9991415256300602,0.9996012392242575,0.0008584743684081432,0.0003987607742093801,65202,65232,82,0.8113207543342826,0.6825396819979844,0.9772727261621902,0.693548386537461,0.022727272727272728,0.3064516129032258,124,88,40,0.9014084504926271,0.8205128201621741,0.8888888884773662,0.9142857138503402,0.1111111111111111,0.08571428571428572,210,216,42,0.08647955979902795,86 +c08p04,35,c08p04_slice_035,7.62939453125e-05,5,0.8571428546938775,0.8571428546938775,0.9999923706054688,0.9999618428375192,0.9999236885868654,0.9999236885868654,0.9999999999984737,7.631141160849193e-05,0.0,65516,65521,5,,,0.0,0.0,0.0,0.0,0,0,0,0.8571428546938775,0.74999999625,0.9999999933333334,0.74999999625,0.0,0.25,20,15,5,0.08573107185164223,87 +110012,12,110012_slice_012,0.001861572265625,122,0.8621853232524208,0.7604562734751116,0.9997302889823914,0.9990555374912915,0.9981128573180947,0.9987617249156444,0.9993495229819734,0.0012382750828096461,0.0006504770164787511,64568,64606,122,0.9639143730297299,0.9303423847779998,0.9621489620314837,0.96568627439146,0.03785103785103785,0.03431372549019608,816,819,59,0.7604562734751116,0.613496932138959,0.9009009000892785,0.6578947364092798,0.0990990990990991,0.34210526315789475,152,111,63,0.08311506270519424,88 +106780,10,106780_slice_010,0.0030517578125,200,0.8628333631160946,0.8143712572412062,0.9996050596237183,0.998459406522363,0.9969235525995255,0.9975404130234394,0.9993800948439399,0.002459586975017403,0.0006199051545113598,64526,64645,199,0.911295468990983,0.8370457208866301,0.9740791267429634,0.8561151078110174,0.02592087312414734,0.14388489208633093,834,733,139,0.8143712572412062,0.6868686865217836,0.8607594931261017,0.7727272722882231,0.13924050632911392,0.22727272727272727,176,158,62,0.08298932176809959,89 +c07p05,32,c07p05_slice_032,0.002777099609375,182,0.8632489364319837,0.7640918578780601,0.9998054504394531,0.9985939672642964,0.9971918828332549,0.9981985060008414,0.9989897419940954,0.0018014939976083615,0.0010102580043518806,64340,64391,181,0.9624060149859073,0.9275362317880398,0.9911504423682356,0.9352818370631231,0.008849557522123894,0.06471816283924843,958,904,70,0.7640918578780601,0.6182432430343773,0.759336099269985,0.7689075627021397,0.24066390041493776,0.23109243697478993,238,241,113,0.08264496797479412,90 +114585,12,114585_slice_012,0.0063934326171875,419,0.8670829369616346,0.7652173912304138,0.9994102716445923,0.9966309932531445,0.9932846106981548,0.994799274465088,0.99846946995167,0.005200725533315142,0.0015305300467214436,62070,62299,419,0.9689484826928556,0.939767282650932,0.9877697841371307,0.9508310248978245,0.01223021582733813,0.04916897506925208,2888,2780,176,0.7652173912304138,0.6197183097621725,0.8665207875565599,0.685121107147903,0.13347921225382933,0.314878892733564,578,457,243,0.08114687001753827,91 +c08p04,29,c08p04_slice_029,0.0017547607421875,115,0.8663992826549114,0.8499156828246348,0.9998795986175537,0.9991171299807311,0.9982358175052952,0.9990787796886289,0.9991554832156141,0.0009212203098370975,0.0008445167828517029,65126,65131,115,0.8828828824851879,0.7903225800078044,0.9158878496113199,0.8521739123024575,0.08411214953271028,0.14782608695652175,115,107,26,0.8499156828246348,0.7390029323346032,0.8456375836088463,0.8542372878460212,0.15436241610738255,0.14576271186440679,295,298,89,0.08053546283197992,92 +105074,11,105074_slice_011,0.003662109375,240,0.8694329249678735,0.7978533093384879,0.999576210975647,0.9981302586467762,0.9962674961104258,0.9980680543422067,0.9981924707040043,0.0019319456562383148,0.0018075292944402892,64176,64184,240,0.9410125405972591,0.8885964911501231,0.959280302939462,0.9234275295420759,0.04071969696969697,0.07657247037374658,1097,1056,127,0.7978533093384879,0.6636904759929492,0.7533783781238585,0.8479087449247494,0.24662162162162163,0.1520912547528517,263,296,113,0.07915742469914651,93 +110012,11,110012_slice_011,0.0040435791015625,265,0.8727434130357421,0.8588888888411728,0.9996122121810913,0.9979485194495855,0.995905438811811,0.9966446066288399,0.9992558485636338,0.0033553933696190007,0.0007441514348169852,64503,64672,265,0.8588888888411728,0.7526777019715016,0.9543209875365036,0.7808080807292114,0.04567901234567901,0.2191919191919192,990,810,254,0.8865979372303114,0.7962962948216735,0.7962962948216735,0.9999999976744186,0.2037037037037037,0.0,43,54,11,0.07724022556264898,94 +105074,14,105074_slice_014,0.0025634765625,168,0.872727272661157,0.872727272661157,0.9997073411941528,0.9987052222694073,0.9974137931019128,0.997982225095886,0.9994292677644273,0.0020177749025768986,0.0005707322340310663,64829,64923,168,,,0.0,0.0,0.0,0.0,0,0,0,0.872727272661157,0.7741935482830385,0.9396411091452462,0.8147100423175799,0.06035889070146819,0.18528995756718528,707,613,168,0.07693486347697523,95 +c08p04,39,c08p04_slice_039,0.0002593994140625,17,0.8721804504720448,0.8721804504720448,0.9999959468841553,0.9998701685510047,0.9997403708100434,0.9999236244753003,0.9998167183403849,7.637552317233373e-05,0.00018328165808806682,65473,65466,17,,,0.0,0.0,0.0,0.0,0,0,0,0.8721804504720448,0.7733333323022222,0.8285714273877551,0.9206349191735953,0.17142857142857143,0.07936507936507936,63,70,17,0.07674442022275453,96 +111489,13,111489_slice_013,0.0045318603515625,297,0.8740339336409056,0.849762783297324,0.9997421503067017,0.9976986912751747,0.9954079502744477,0.9998602245709673,0.9955464835761187,0.00013977542747984904,0.004453516422341808,64668,64389,297,0.849762783297324,0.7387717689515333,0.7401285582424124,0.9975247523517915,0.2598714416896235,0.0024752475247524753,808,1089,285,0.8983050839844873,0.8153846141301776,0.9137931018727705,0.8833333318611111,0.08620689655172414,0.11666666666666667,60,58,12,0.07653758182442877,97 +109816,10,109816_slice_010,0.0007476806640625,49,0.8775458325043808,0.8034188027321207,0.9998717308044434,0.9996242821096946,0.9992488464412196,0.9996626077339513,0.9995859594224907,0.0003373922645155354,0.0004140405759764457,65211,65206,49,0.9516728622766408,0.9078014181178008,0.9446494461458858,0.9588014977682391,0.055350553505535055,0.04119850187265917,267,271,26,0.8034188027321207,0.6714285704693879,0.7966101681413387,0.8103448261890607,0.2033898305084746,0.1896551724137931,58,59,23,0.07364769046929535,98 +c07p05,38,c07p05_slice_038,0.0007476806640625,49,0.8790123454619723,0.8790123454619723,0.9999564290046692,0.9996250009558652,0.9992502830548682,0.9993267332777388,0.9999234467327067,0.0006732667207320246,7.655326576231742e-05,65314,65353,49,,,0.0,0.0,0.0,0.0,0,0,0,0.8790123454619723,0.784140968817559,0.9726775950968976,0.8018018014406298,0.0273224043715847,0.1981981981981982,222,183,49,0.0727508430546953,99 +109816,14,109816_slice_014,0.00250244140625,164,0.8840604672103833,0.817777777414321,0.9997280240058899,0.9987224429376033,0.9974481460142881,0.9990337411345764,0.998411338679233,0.0009662588638665939,0.0015886613192118994,64205,64165,164,0.9503431570064457,0.9053846153149704,0.9304347825351434,0.9711221121310954,0.06956521739130435,0.028877887788778877,1212,1265,123,0.817777777414321,0.6917293227881735,0.8679245274830901,0.7731092430478074,0.1320754716981132,0.226890756302521,119,106,41,0.07011860315384202,100 +106063,11,106063_slice_011,0.007354736328125,482,0.8907245992027659,0.8447071466499351,0.9991402626037598,0.9961794546599586,0.9923879913441158,0.9944767993907159,0.9978879501985043,0.005523200607710325,0.002112049799911072,62972,63188,482,0.9367420517555969,0.8810110973562878,0.9545758182395072,0.9195624195032456,0.04542418169672679,0.08043758043758044,1554,1497,193,0.8447071466499351,0.7311627906296593,0.9236192713368251,0.778217821705127,0.07638072855464159,0.22178217821782178,1010,851,289,0.06720813522321349,101 +105549,14,105549_slice_014,0.000152587890625,10,0.8888888879012347,0.8888888879012347,0.9999721050262451,0.9999236536310333,0.9998473189187128,0.9999847297921725,0.9998625849286207,1.5270206300487118e-05,0.00013741506985266052,65495,65487,10,,,0.0,0.0,0.0,0.0,0,0,0,0.8888888879012347,0.7999999984,0.8163265289462723,0.9756097537180249,0.1836734693877551,0.024390243902439025,41,49,10,0.06670276383213518,102 +109816,13,109816_slice_013,0.001922607421875,126,0.8923362379953343,0.8172043006359117,0.999753475189209,0.9990160708421192,0.9980340760141702,0.9988132787842372,0.9992189452621232,0.0011867212142031792,0.000781054736315921,64016,64042,126,0.9674681753547572,0.9369863013056858,0.9661016948470267,0.9688385268435666,0.03389830508474576,0.031161473087818695,1412,1416,92,0.8172043006359117,0.6909090902809918,0.9743589731097962,0.7037037030521263,0.02564102564102564,0.2962962962962963,108,78,34,0.06503208364933259,103 +c08p04,38,c08p04_slice_038,0.00018310546875,12,0.8965517233650416,0.8965517233650416,0.9999785423278809,0.9999083661680259,0.9998167491280315,0.9998778252886379,0.9999389089116624,0.00012217470983506414,6.109108681043436e-05,65476,65480,12,,,0.0,0.0,0.0,0.0,0,0,0,0.8965517233650416,0.8124999987304689,0.9285714269132653,0.8666666652222222,0.07142857142857142,0.13333333333333333,60,56,12,0.06210987860914885,104 +109816,12,109816_slice_012,0.0020751953125,136,0.899728443881435,0.8666666637777778,0.9997748136520386,0.9989463735098166,0.9978949649403348,0.9981421560263842,0.9997518879758714,0.0018578439720704123,0.0002481120225781941,64487,64591,136,0.9327902239850921,0.8740458014433162,0.9870689654108762,0.8841698840845396,0.01293103448275862,0.11583011583011583,1036,928,132,0.8666666637777778,0.7647058778546713,0.7647058778546713,0.9999999923076924,0.23529411764705882,0.0,13,17,4,0.06062301000323126,105 +106780,12,106780_slice_012,0.0030364990234375,199,0.9008292349154905,0.8464566927467605,0.9995449781417847,0.9984436467148444,0.996892130372793,0.9979207379019809,0.9989671038201525,0.002079262096459001,0.0010328961782841404,63898,63965,199,0.9552017770842206,0.9142452160939585,0.9699248119571484,0.9409190371304945,0.03007518796992481,0.05908096280087528,1371,1330,121,0.8464566927467605,0.7337883956539971,0.8921161822024415,0.8052434453912946,0.1078838174273859,0.1947565543071161,267,241,78,0.06020076322703627,106 +106780,15,106780_slice_015,0.0002288818359375,15,0.9006622510591641,0.9006622510591641,0.9999771118164062,0.9998854270888552,0.9997708804286067,0.9999999999984722,0.9997708804286067,0.0,0.00022911956986619418,65468,65453,15,,,0.0,0.0,0.0,0.0,0,0,0,0.9006622510591641,0.8192771074466542,0.8192771074466542,0.9999999985294119,0.18072289156626506,0.0,68,83,15,0.0596530033684078,107 +106063,9,106063_slice_009,0.0026702880859375,175,0.9018794711673508,0.8718703975151885,0.9996029138565063,0.9986444721566846,0.9972926142501357,0.9989926853443482,0.9982965016322638,0.001007314654103645,0.0017034983661902033,64573,64528,175,0.9318885448195132,0.8724637679894981,0.9318885447473857,0.9318885447473857,0.06811145510835913,0.06811145510835913,646,646,88,0.8718703975151885,0.7728459528008235,0.8176795577851713,0.933753942923106,0.18232044198895028,0.06624605678233439,317,362,87,0.05948579214547576,108 +105549,11,105549_slice_011,0.0041656494140625,273,0.9040526412448132,0.8613569318993047,0.9993969202041626,0.9978417095549827,0.9956927154809869,0.9985917053008867,0.9970928395358069,0.0014082946975331107,0.0029071604626177082,63292,63197,273,0.9467483505903217,0.8988814317271194,0.9288025889538233,0.9654012493529361,0.07119741100323625,0.03459875060067275,2081,2163,226,0.8613569318993047,0.7564766835458671,0.829545454074122,0.89570552092288,0.17045454545454544,0.10429447852760736,163,176,47,0.05852216109509205,109 +108807,14,108807_slice_014,0.00439453125,288,0.9044626673226772,0.8633093524558769,0.9994805455207825,0.997747888644825,0.9955058985066545,0.9990916778886223,0.9964077093665129,0.0009083221098130109,0.0035922906319307783,64026,63854,288,0.9456159821894774,0.8968421051687535,0.9044585986300999,0.9906976743034073,0.09554140127388536,0.009302325581395349,860,942,98,0.8633093524558769,0.7594936707899376,0.8108108107012418,0.9230769229349113,0.1891891891891892,0.07692307692307693,650,740,190,0.05830519675223717,110 +106780,13,106780_slice_013,0.00091552734375,60,0.9062378165058549,0.8703703701017375,0.9998276233673096,0.9995704467346285,0.9991412623428216,0.9993098265348701,0.9998312029079137,0.0006901734635971841,0.0001687970905519665,65167,65201,56,0.8703703701017375,0.7704918028576547,0.9724137924328181,0.7877094967666428,0.027586206896551724,0.2122905027932961,179,145,42,0.9421052629099722,0.8905472632385337,0.9421052626620499,0.9421052626620499,0.05789473684210526,0.05789473684210526,190,190,22,0.056474890891775154,111 +c07p05,34,c07p05_slice_034,0.0018768310546875,123,0.9065812241905107,0.8457711441383464,0.9999106526374817,0.9990505522999027,0.9981029057915385,0.9982722714986528,0.9998300475851309,0.001727728499807173,0.0001699524133242692,64724,64825,123,0.9673913042426749,0.9368421050659279,0.98669623037989,0.9488272919085655,0.013303769401330377,0.0511727078891258,469,451,30,0.8457711441383464,0.7327586204790923,0.9807692303920118,0.7434402330194051,0.019230769230769232,0.2565597667638484,343,260,93,0.056444501169134756,112 +110012,13,110012_slice_013,0.0005950927734375,39,0.9064748199265048,0.9064748199265048,0.9999021887779236,0.9997015039600476,0.999403186066691,0.9995102540541789,0.9998928270672894,0.0004897459442913989,0.00010717293117966777,65315,65340,39,,,0.0,0.0,0.0,0.0,0,0,0,0.9064748199265048,0.8289473680574793,0.9642857137937318,0.8552036195225323,0.03571428571428571,0.14479638009049775,221,196,39,0.0562536888431999,113 +105549,12,105549_slice_012,0.0020904541015625,137,0.9082192901607054,0.8428571422551021,0.9996792674064636,0.9989176719669148,0.9978376842687618,0.9988150909994331,0.9990202740056586,0.0011849089989888777,0.0009797259927626692,63283,63296,137,0.9735814380663087,0.9485228289638084,0.9764976958075348,0.9706825469092679,0.023502304147465437,0.029317453046266605,2183,2170,115,0.8428571422551021,0.728395060829142,0.8428571416530612,0.8428571416530612,0.15714285714285714,0.15714285714285714,70,70,22,0.05555066324259656,114 +c08p04,31,c08p04_slice_031,0.00091552734375,60,0.9082568805950678,0.9082568805950678,0.9999014139175415,0.9995399408049506,0.9990803047241694,0.9996779141088962,0.9994020055797488,0.00032208588957055215,0.0005979944187187586,65218,65200,60,,,0.0,0.0,0.0,0.0,0,0,0,0.9082568805950678,0.8319327728762093,0.8839285711654974,0.9339622638572445,0.11607142857142858,0.0660377358490566,318,336,60,0.05524869432820101,115 +106780,14,106780_slice_014,0.000274658203125,18,0.9081632648427739,0.9081632648427739,0.9999434947967529,0.9998624652335035,0.9997249682934287,0.9999694334474485,0.9997555199006803,3.0566551023215295e-05,0.0002444800977920391,65445,65431,18,,,0.0,0.0,0.0,0.0,0,0,0,0.9081632648427739,0.831775700157219,0.8476190468117915,0.9780219769472287,0.1523809523809524,0.02197802197802198,91,105,18,0.05516827377561009,116 +108807,13,108807_slice_013,0.0032196044921875,211,0.9093388753346021,0.8522727271516658,0.9995251297950745,0.9983409732424944,0.9966874421071688,0.9988200311496062,0.9978623746487097,0.001179968848822391,0.0021376253497217943,63622,63561,211,0.9664050235175383,0.9349939246090526,0.9494139419525346,0.9840153452056256,0.05058605798889575,0.0159846547314578,1564,1621,107,0.8522727271516658,0.742574257241937,0.8474576268792492,0.8571428568979591,0.15254237288135594,0.14285714285714285,350,354,104,0.055135569738661336,117 +108807,12,108807_slice_012,0.0039825439453125,261,0.9102425349309753,0.8789808916264352,0.9995532631874084,0.9979548179309983,0.9959179843272558,0.9976030455405718,0.9983068384896399,0.0023969544578653005,0.0016931615087950333,63786,63831,261,0.9415041782355152,0.8894736841436486,0.9594484995166708,0.9242187499277954,0.040551500405515,0.07578125,1280,1233,147,0.8789808916264352,0.7840909089424071,0.8771186438819664,0.8808510636423721,0.1228813559322034,0.11914893617021277,470,472,114,0.054740335192995634,118 +106063,10,106063_slice_010,0.0037078857421875,243,0.9135086734692079,0.8982456139562942,0.9996002912521362,0.9981037698296529,0.9962147174263253,0.9987506441975251,0.997457732857637,0.0012493558009151532,0.002542267140807287,64116,64033,243,0.9287717329821216,0.8670157067154958,0.9059080961809729,0.9528193324565225,0.09409190371991247,0.047180667433831994,869,914,127,0.8982456139562942,0.815286624073999,0.86926994891863,0.9292196005573105,0.1307300509337861,0.07078039927404718,551,589,116,0.052716314816485484,119 +108807,15,108807_slice_015,0.0014495849609375,95,0.9144914490626019,0.9144914490626019,0.999828577041626,0.9992690114719036,0.9985390908516354,0.9991075687387498,0.9994305063860252,0.0008924312597128833,0.0005694936124365092,64970,64991,95,,,0.0,0.0,0.0,0.0,0,0,0,0.9144914490626019,0.8424543945534902,0.9321100915720899,0.8975265016082109,0.06788990825688074,0.10247349823321555,566,545,95,0.05162933214630114,120 +114585,13,114585_slice_013,0.005950927734375,390,0.917298168576145,0.8715542521482958,0.9994450807571411,0.9968881831151878,0.9937956729600176,0.9953076454934254,0.9984737484721443,0.004692354504980622,0.0015262515262515263,62244,62442,388,0.963042085003994,0.9287185825740125,0.9925143108325621,0.9352697095047606,0.007485689123734038,0.06473029045643154,2410,2271,173,0.8715542521482958,0.7723492722689866,0.9027946535962583,0.8424036280224032,0.09720534629404617,0.15759637188208617,882,823,219,0.05092226824975978,121 +106063,13,106063_slice_013,0.0055084228515625,361,0.9179731563909512,0.8916771225055761,0.9993646144866943,0.9971840762263489,0.994383966774172,0.9967673773164551,0.9976011236825946,0.0032326226819730038,0.0023988763158310053,63363,63416,357,0.9442691902763265,0.8944223106678862,0.8997995991082366,0.9933628317485218,0.10020040080160321,0.00663716814159292,904,998,106,0.8916771225055761,0.8045283018260733,0.9500891264750365,0.8400315208163883,0.049910873440285206,0.1599684791174153,1269,1122,259,0.05044486783840289,122 +c07p05,33,c07p05_slice_033,0.0017852783203125,117,0.9166305863086983,0.8639053252733914,0.9998223185539246,0.9991005381255532,0.9982026928603551,0.9986359338412434,0.9995655749135035,0.0013640661572086245,0.0004344250849456193,64453,64513,116,0.9693558473440053,0.9405339804683819,0.992317541486259,0.9474327627203628,0.0076824583866837385,0.05256723716381418,818,781,49,0.8639053252733914,0.7604166664026331,0.9049586773120005,0.8264150940277678,0.09504132231404959,0.17358490566037735,265,242,69,0.050414240168058594,123 +106063,15,106063_slice_015,0.0008087158203125,53,0.9195751136692603,0.9195751136692603,0.9998672008514404,0.9995935987968994,0.9991875277834851,0.9996012636858578,0.9995859340239551,0.0003987363126092691,0.0004140659745119389,65207,65206,53,,,0.0,0.0,0.0,0.0,0,0,0,0.9195751136692603,0.8511235952665382,0.9181818179035812,0.9209726440969688,0.08181818181818182,0.0790273556231003,329,330,53,0.04844323479221826,124 +105074,13,105074_slice_013,0.0038299560546875,251,0.9272308853504592,0.8925869893424669,0.9994198679924011,0.9980219243279681,0.9960516587736609,0.9978253332897383,0.9982185928444213,0.002174666708689212,0.0017814071540050132,63433,63458,251,0.9618747813584514,0.9265498651666745,0.9899208062642245,0.935374149596233,0.010079193664506839,0.06462585034013606,1470,1389,109,0.8925869893424669,0.8060109288516379,0.8563134976986483,0.9320695101213161,0.14368650217706821,0.0679304897314376,633,689,142,0.04454348640218177,125 +106063,12,106063_slice_012,0.00506591796875,332,0.9305509218478399,0.8777876895237383,0.9994242191314697,0.9973515005496455,0.9947169931400558,0.9961594849550673,0.9985463723187781,0.003840515043345232,0.001453627679626849,62602,62752,332,0.9833141541719416,0.9671760044727121,0.9838802532536626,0.9827487060964492,0.016119746689694875,0.017251293847038527,1739,1737,58,0.8777876895237383,0.7821939586023693,0.9398280801394624,0.8234309622741898,0.06017191977077364,0.17656903765690377,1195,1047,274,0.04279778665875209,126 +106063,14,106063_slice_014,0.002288818359375,150,0.9313815187131116,0.9313815187131116,0.9995689392089844,0.9988361808101742,0.9976750674214984,0.9979689607575343,0.9997049093745637,0.0020310392409184637,0.00029509062388370324,64387,64499,150,,,0.0,0.0,0.0,0.0,0,0,0,0.9313815187131116,0.8715753423911322,0.9816779169738015,0.8859878154146225,0.01832208293153327,0.11401218450826806,1149,1037,150,0.04171506460221117,127 +c08p04,37,c08p04_slice_037,0.0001220703125,8,0.9344262287422737,0.9344262287422737,0.9999781847000122,0.9999389079793815,0.999877823422777,0.9999541802837768,0.9999236361399598,4.5819714695909824e-05,7.636385851304295e-05,65476,65474,8,,,0.0,0.0,0.0,0.0,0,0,0,0.9344262287422737,0.8769230755739645,0.919354837226847,0.9499999984166666,0.08064516129032258,0.05,60,62,8,0.03937303987713336,128 +110012,14,110012_slice_014,0.0001983642578125,13,0.9494163420430286,0.9494163420430286,0.9999553561210632,0.9999006230164738,0.9998012657825545,0.999938842594603,0.9998624063583552,6.115740386820579e-05,0.00013759364011619018,65410,65405,13,,,0.0,0.0,0.0,0.0,0,0,0,0.9494163420430286,0.9037037030342936,0.9312977092127499,0.9682539674855127,0.06870229007633588,0.031746031746031744,126,131,13,0.030398796401532688,129 +107680,14,107680_slice_014,0.00030517578125,20,0.9537914237799958,0.9387755082882132,0.9998773336410522,0.9998467174535172,0.9996934818909107,0.9998467174527509,0.9998467174527509,0.00015328254571651926,0.00015328254571651926,65239,65239,20,0.9688073392717785,0.9395017790250882,0.9670329666787424,0.9705882349372836,0.03296703296703297,0.029411764705882353,272,273,17,0.9387755082882132,0.8846153812130177,0.9583333293402777,0.91999999632,0.041666666666666664,0.08,25,24,3,0.02781071416004206,130 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/metrics/test_metrics_complete.json b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/metrics/test_metrics_complete.json new file mode 100644 index 0000000000000000000000000000000000000000..ed16a430070e11f1745ac332916efefa486014ba --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/metrics/test_metrics_complete.json @@ -0,0 +1,74 @@ +{ + "config": { + "variant": 1, + "preprocessing": "standard", + "class_scenario": "3class", + "fold_id": 2, + "num_classes": 3, + "class_names": [ + "Background", + "Ventricles", + "Abnormal_WMH" + ], + "architecture_name": "unet", + "model_name": "best_dice_model.h5", + "test_samples": 350 + }, + "metrics": { + "dice": { + "class_1": 0.9325869622190041, + "class_2": 0.8562749203494235, + "mean": 0.8944309412842137 + }, + "precision": { + "class_1": 0.9398762512295845, + "class_2": 0.8938984076631564, + "mean": 0.9168873294463704 + }, + "recall": { + "class_1": 0.9258708828514376, + "class_2": 0.8241991234390766, + "mean": 0.8750350031452572 + }, + "iou": { + "class_1": 0.8739402369187041, + "class_2": 0.7500107261976053, + "mean": 0.8119754815581548 + }, + "specificity": { + "class_1": 0.9992357353570905, + "class_2": 0.9992976281722222, + "mean": 0.9992666817646564 + }, + "hd95": { + "class_1": 1.0, + "class_2": 4.274767061693031, + "mean": 2.6373835308465154 + }, + "TP": { + "class_1": 5476.221046492252, + "class_2": 3150.80770234987, + "mean": 4313.514374421061 + }, + "lesion": { + "class_2": { + "lesion_sensitivity": 0.8190734999620322, + "lesion_precision": 0.7611995045644561, + "lesion_f1": 0.7852360194719878, + "n_gt_lesions": 275, + "n_pred_lesions": 299, + "tp_lesions": 227, + "fn_lesions": 48, + "fp_lesions": 69 + }, + "mean_lesion_sensitivity": 0.8190734999620322, + "mean_lesion_precision": 0.7611995045644561, + "mean_lesion_f1": 0.7852360194719878, + "total_n_gt_lesions": 275, + "total_n_pred_lesions": 299, + "total_tp_lesions": 227, + "total_fn_lesions": 48, + "total_fp_lesions": 69 + } + } +} \ No newline at end of file diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/105074_slice_009.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/105074_slice_009.png new file mode 100644 index 0000000000000000000000000000000000000000..7c1a95e715564404f97d1b7da0d676377718bda9 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/105074_slice_009.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dbc7aac50d2897505d28d7677423a72e98730004ae63cbfb6d5ae9d4f7dac379 +size 101167 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/105074_slice_010.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/105074_slice_010.png new file mode 100644 index 0000000000000000000000000000000000000000..af7c2540286ee76bd0057b456659d7ad2c468e2b --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/105074_slice_010.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c4ad5b33f2b626021d3a176584f201d197f5a3693658f38b45cd43d2cd8c105a +size 100642 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/105074_slice_011.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/105074_slice_011.png new file mode 100644 index 0000000000000000000000000000000000000000..4531085e01baede04e648478637f3906e2d74fec --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/105074_slice_011.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f161f10f395d7ccef384c3100962c5ca849ef8a6c334c229eb5823c41ab1108e +size 102307 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/105074_slice_012.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/105074_slice_012.png new file mode 100644 index 0000000000000000000000000000000000000000..aea2ea086b71d5b43e1795902f514555a6c982ef --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/105074_slice_012.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eb72655a797d477459629ca4de64e16a25ffa6d33b68ddcacf3faa296f51b3fc +size 102627 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/105074_slice_013.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/105074_slice_013.png new file mode 100644 index 0000000000000000000000000000000000000000..66caae817abe20ce5ba512fbfc9c87187dded3fe --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/105074_slice_013.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:35a90087a4162b2dfed1ed9bb4cdeead7d74c57c927e0fd27e3373d4390c685c +size 100666 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/105074_slice_014.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/105074_slice_014.png new file mode 100644 index 0000000000000000000000000000000000000000..2fa7c2853f9dea4a2cc55eb015dd34e968ce398e Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/105074_slice_014.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/105074_slice_015.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/105074_slice_015.png new file mode 100644 index 0000000000000000000000000000000000000000..2bcf06b5151ea233521a90bdc03ff9e88f576d84 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/105074_slice_015.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/105549_slice_009.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/105549_slice_009.png new file mode 100644 index 0000000000000000000000000000000000000000..abdad780ebe67c5f45325a63e97ff405ea1daf90 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/105549_slice_009.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e30ab80c0241bd9ef35de39c570b8b3c1d5352f8dbcc35b26f13f4cd5ba0c7c3 +size 114103 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/105549_slice_010.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/105549_slice_010.png new file mode 100644 index 0000000000000000000000000000000000000000..9fda66e298dcf266c1ef6f30c9d2c8723fb4c3f8 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/105549_slice_010.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0f521908f5e565e2b96d69bb3458ff46b57340c6ac05ca7548b388319d58426f +size 118459 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/105549_slice_011.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/105549_slice_011.png new file mode 100644 index 0000000000000000000000000000000000000000..e1df30db3c219ce410058007fe45df0d48e761d6 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/105549_slice_011.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c88f6d76b04f4cda92895c02801301b2a4608ad426a6dc2504cec9983fff9522 +size 114256 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/105549_slice_012.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/105549_slice_012.png new file mode 100644 index 0000000000000000000000000000000000000000..41f4db101139cdad79bb61ee8d981744be62778a --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/105549_slice_012.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1f9d0a28815e43af0931b1b6a7cc28e38af649a2d149cf9976f7fd2cb7ff1544 +size 106737 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/105549_slice_013.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/105549_slice_013.png new file mode 100644 index 0000000000000000000000000000000000000000..0e142f3109ab2d9173251b7a6b30864b6aa596ad --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/105549_slice_013.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a5892107b8f12031adbafad71e25609a18d1c0731aa7398d785d90f4d5acf7ac +size 103324 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/105549_slice_014.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/105549_slice_014.png new file mode 100644 index 0000000000000000000000000000000000000000..c6104339344674a2fcc13c7fb8c53b225b69c3f3 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/105549_slice_014.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/105549_slice_015.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/105549_slice_015.png new file mode 100644 index 0000000000000000000000000000000000000000..c84d62c49a0eab6b3d62e6534e6f5b9bb2261d56 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/105549_slice_015.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/106063_slice_009.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/106063_slice_009.png new file mode 100644 index 0000000000000000000000000000000000000000..6f316b6c69c3234bf4e3607f7922a9b1bbf6d88b --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/106063_slice_009.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1eee6e316addd53be1bb2eca727e6acb1d12aebcab2445e2785e2dacd174c42e +size 108765 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/106063_slice_010.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/106063_slice_010.png new file mode 100644 index 0000000000000000000000000000000000000000..27767fac782814b71e773f7f7d6dad8a2f3acebf --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/106063_slice_010.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0c474ebbc4093f7819c1f3fc8bc3572be540900d590b744df3c1a8303e1a6d53 +size 108224 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/106063_slice_011.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/106063_slice_011.png new file mode 100644 index 0000000000000000000000000000000000000000..785e2e626ed8d5f0a38b58b116d248c54613b01d --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/106063_slice_011.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:35b3f05c7f79ffd635714e615212dcf3d101a3cf85811c8d796c0b7008a83552 +size 110485 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/106063_slice_012.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/106063_slice_012.png new file mode 100644 index 0000000000000000000000000000000000000000..a1277b46d0d2c5ab7dc921962bac457545fb986f --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/106063_slice_012.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7ec9f2c06594fae89e54d374ce6c48a6ad4da9029fe95f4cc2a53b23995107e7 +size 107932 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/106063_slice_013.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/106063_slice_013.png new file mode 100644 index 0000000000000000000000000000000000000000..87c7c3ea67e644f02954e51f310d46a3c61059c5 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/106063_slice_013.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:24e196a07a2bcc0839907f93a1e918e3e458fc8662cd01ab6377a198644cca07 +size 101405 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/106063_slice_014.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/106063_slice_014.png new file mode 100644 index 0000000000000000000000000000000000000000..1e354ce5ea4075a437d4e7a4f6f08d0a58c25de8 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/106063_slice_014.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/106063_slice_015.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/106063_slice_015.png new file mode 100644 index 0000000000000000000000000000000000000000..be34be7d4bc172d72f2e1619de3adfa44dd25b13 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/106063_slice_015.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/106780_slice_009.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/106780_slice_009.png new file mode 100644 index 0000000000000000000000000000000000000000..65cee237e5fbcd72e605fb48d704f2933542d65a --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/106780_slice_009.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:92924086581ee7e69e7c4703b185ee2db1958185eb26205f036f59002b9a6054 +size 101041 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/106780_slice_010.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/106780_slice_010.png new file mode 100644 index 0000000000000000000000000000000000000000..b886c77accc9bc563d2b5f987e9e7f35fd162cde --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/106780_slice_010.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7d8748e5140d8f039be30d66596af9fdf7b83cbf1cad6c41870da8c375bcec77 +size 105181 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/106780_slice_011.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/106780_slice_011.png new file mode 100644 index 0000000000000000000000000000000000000000..88625c97c3eb1934fe568b0c471ddac0af1ae1d0 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/106780_slice_011.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:57da22ec37607692b11a4c86892e780313ce2116fdd1692affd737bef7be89be +size 108463 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/106780_slice_012.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/106780_slice_012.png new file mode 100644 index 0000000000000000000000000000000000000000..b7adf744ffff4a5cca6415a85e16bc5acb6660a3 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/106780_slice_012.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/106780_slice_013.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/106780_slice_013.png new file mode 100644 index 0000000000000000000000000000000000000000..afc0f8e0c754d57a3da4950e088cf524a1ec3c75 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/106780_slice_013.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/106780_slice_014.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/106780_slice_014.png new file mode 100644 index 0000000000000000000000000000000000000000..bd5077e2baad6551fce25f38523021ded61e1a42 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/106780_slice_014.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/106780_slice_015.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/106780_slice_015.png new file mode 100644 index 0000000000000000000000000000000000000000..c39e23b5faeebec483b89d3b458a0c42bf1f0250 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/106780_slice_015.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/107680_slice_009.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/107680_slice_009.png new file mode 100644 index 0000000000000000000000000000000000000000..ebd30441f75c3f9d4251f66092a80ee83ee89d9c --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/107680_slice_009.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b04bccd6d4b4e7877567d9bd08b899f402d584f085ebebf03e8348b4ab100b83 +size 108612 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/107680_slice_010.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/107680_slice_010.png new file mode 100644 index 0000000000000000000000000000000000000000..3fa6330f46e6503bb11f75bef5886d6004424e93 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/107680_slice_010.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0527b2626e4613ebcfdcb0942178b40d7c314eb68e3e2fddbc6003afe8e9edfe +size 110434 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/107680_slice_011.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/107680_slice_011.png new file mode 100644 index 0000000000000000000000000000000000000000..536dbde204359182d7678cb65d80fa01d9cebe08 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/107680_slice_011.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:52be026ad9cbee26201fb9d92d8b3d35b0ae08619c5beead832b09349eeea7e3 +size 111967 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/107680_slice_012.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/107680_slice_012.png new file mode 100644 index 0000000000000000000000000000000000000000..7d98398883d21ad6e64075c5ac96f8c295952606 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/107680_slice_012.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:800cbd39d1c5e67792dfd572c8daff41652362a42f661369785da831dbf4e3a5 +size 110393 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/107680_slice_013.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/107680_slice_013.png new file mode 100644 index 0000000000000000000000000000000000000000..973be5de6ef1c92722af161d05fc387fc2f60227 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/107680_slice_013.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f1e0d4095dd68b806f14199d0ef48631f11d9766e28d21a971a0b997a6689426 +size 109375 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/107680_slice_014.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/107680_slice_014.png new file mode 100644 index 0000000000000000000000000000000000000000..7916aef7be59c3168edf3d182124dd34c16b95a6 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/107680_slice_014.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1f0082a481293efafa389ab2bbb325e2606fccbff4ecfcc6fdb55e7637d68704 +size 101146 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/107680_slice_015.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/107680_slice_015.png new file mode 100644 index 0000000000000000000000000000000000000000..a42ae90fea9a8ad25c309365e1aa417e4927c438 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/107680_slice_015.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7635d78777611701f6e9f11c31e92242eb85e26991aa1e2db852a1c3abaa1a4b +size 100327 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/108807_slice_009.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/108807_slice_009.png new file mode 100644 index 0000000000000000000000000000000000000000..1cf03e9cd4af2997e88cd2dc6cdb53029a0675ba --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/108807_slice_009.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c6c8b43ac5d1c046a991228ca6889fc63916b11a5c113fef7e1cd7e3de3d2686 +size 100018 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/108807_slice_010.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/108807_slice_010.png new file mode 100644 index 0000000000000000000000000000000000000000..79f2b5af1d00fdb748ccfee1320553b4014c9bb5 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/108807_slice_010.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f7fcf33eb2cb9ba0637418876732e52c3e0eb68cb534a7523243e6ada413a29b +size 106261 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/108807_slice_011.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/108807_slice_011.png new file mode 100644 index 0000000000000000000000000000000000000000..2db7c25fd624ec09ec177a5d039042eae744939b --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/108807_slice_011.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:26a2cc69eb58ecd68272d3076a37d311796ee7161fd8f020258f182e55b77ce0 +size 103911 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/108807_slice_012.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/108807_slice_012.png new file mode 100644 index 0000000000000000000000000000000000000000..46a5099f9e93ae360e9144037a799e0736970478 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/108807_slice_012.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f8c40e80b8341b33abfc39f7b1aad28f4150dfe94705e5bfc1e3982aa970047b +size 110991 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/108807_slice_013.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/108807_slice_013.png new file mode 100644 index 0000000000000000000000000000000000000000..00951cfee98f0fd42fd82bcf818395e824896e12 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/108807_slice_013.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:35997b78ffd04adf350efa9a95c145668624a227fba23a6346edd42ccb439cf4 +size 107492 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/108807_slice_014.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/108807_slice_014.png new file mode 100644 index 0000000000000000000000000000000000000000..b38d9bcd8e0310b527bc8926f14c1facec08bcdb --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/108807_slice_014.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d0a87d0e98debc40388acc01200c5cb0e70960031d0270b6d6727601452bf13e +size 101925 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/108807_slice_015.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/108807_slice_015.png new file mode 100644 index 0000000000000000000000000000000000000000..81380f72e5063301fa993f6e7fe3145cd69ac3a1 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/108807_slice_015.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/109816_slice_009.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/109816_slice_009.png new file mode 100644 index 0000000000000000000000000000000000000000..f83f342647002623b610168f375484c6fb3753a9 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/109816_slice_009.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:57391c78df1c240dc28a8fed9c0310fcf16a8349deaac8cdb3ea4eb5da384068 +size 101140 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/109816_slice_010.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/109816_slice_010.png new file mode 100644 index 0000000000000000000000000000000000000000..d34f04f98be11943bab29f7ca89f4ae38d1937b4 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/109816_slice_010.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b28a9230e1b75dc06c2bab6798d28192d089b104f5d1c1a8ccc5f7796c31acc1 +size 103650 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/109816_slice_011.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/109816_slice_011.png new file mode 100644 index 0000000000000000000000000000000000000000..97115e502fb4ec990f3bcceae3306fdc1f20fffd --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/109816_slice_011.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e66849d1d87b39d65ebebc33b70f13e74cdf355513476f026d787f49f340e602 +size 106464 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/109816_slice_012.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/109816_slice_012.png new file mode 100644 index 0000000000000000000000000000000000000000..59f79721ebd4ab79154ff59ec79b2d1e40f6a9bb --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/109816_slice_012.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0a8c787cc88f5c12934d2855c631fc7d0eb65e8de6a71570fea23b50394ede25 +size 104059 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/109816_slice_013.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/109816_slice_013.png new file mode 100644 index 0000000000000000000000000000000000000000..a78e5030159f46320739aa526293603a1c99d5f2 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/109816_slice_013.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:61ae25c2160abde7ec1f139dc4436ba42f2de3f2d427511d5cb3180fa827a8bb +size 104557 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/109816_slice_014.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/109816_slice_014.png new file mode 100644 index 0000000000000000000000000000000000000000..da0a5dff79fa3a878bae74d6fc8075209b4f7aef Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/109816_slice_014.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/109816_slice_015.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/109816_slice_015.png new file mode 100644 index 0000000000000000000000000000000000000000..310f6c516370b8800ecb0428132f41d7104e42b2 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/109816_slice_015.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/110012_slice_009.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/110012_slice_009.png new file mode 100644 index 0000000000000000000000000000000000000000..443a2d9eb606f3ec6ead2d631439f98733f7b039 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/110012_slice_009.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/110012_slice_010.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/110012_slice_010.png new file mode 100644 index 0000000000000000000000000000000000000000..390aa2b75bf3e417cbf128d4476e9ceef96d055e Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/110012_slice_010.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/110012_slice_011.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/110012_slice_011.png new file mode 100644 index 0000000000000000000000000000000000000000..05284b703a6faa52a0b426cc30fcfc19c9e54a8a Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/110012_slice_011.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/110012_slice_012.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/110012_slice_012.png new file mode 100644 index 0000000000000000000000000000000000000000..c9303c56da593dc563992f8363c4808fd17dd129 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/110012_slice_012.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/110012_slice_013.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/110012_slice_013.png new file mode 100644 index 0000000000000000000000000000000000000000..82222d5a89a2b3ce38a7d8b06aa3dac826962e9f Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/110012_slice_013.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/110012_slice_014.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/110012_slice_014.png new file mode 100644 index 0000000000000000000000000000000000000000..9b2c2282998703ee4e2aa21fcffe5d36e3a2ccdc Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/110012_slice_014.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/110012_slice_015.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/110012_slice_015.png new file mode 100644 index 0000000000000000000000000000000000000000..76c4f31ecadc3103ca3c482a5d3909a615ecf7c5 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/110012_slice_015.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/111489_slice_009.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/111489_slice_009.png new file mode 100644 index 0000000000000000000000000000000000000000..d5eb4dfa862b6919e79c495944185ed911a2c612 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/111489_slice_009.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:11e2ffaf56583bfef8c83ebfd8e7210f5540bfa6520922d1fc09db961cc9c144 +size 100152 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/111489_slice_010.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/111489_slice_010.png new file mode 100644 index 0000000000000000000000000000000000000000..f95b1ae080e9a92e7450af04e4272c926fe7c1a7 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/111489_slice_010.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d9a402349db89b5a4e7ff976577006e5973009306a593866950f8e81bc92a08d +size 105118 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/111489_slice_011.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/111489_slice_011.png new file mode 100644 index 0000000000000000000000000000000000000000..51f7378ac3e8d632e24951b299bde26b8bfbf07f --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/111489_slice_011.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cc5af8cd2de46e1e24c344eafdb67dd97079a77e358334fd5015efe954413ade +size 100960 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/111489_slice_012.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/111489_slice_012.png new file mode 100644 index 0000000000000000000000000000000000000000..356ecb16897a78b3bca5ac748dc639a31ec68f65 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/111489_slice_012.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6adfd5c8aed7105f5356b9f881508476927334e4aaa8c43f83277bd46c747337 +size 101338 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/111489_slice_013.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/111489_slice_013.png new file mode 100644 index 0000000000000000000000000000000000000000..1ce230b55fa3023b8295919009cc6d030eb380d5 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/111489_slice_013.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/111489_slice_014.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/111489_slice_014.png new file mode 100644 index 0000000000000000000000000000000000000000..c8dc2f2e938ca16cb0199713d4815813b6a2bff0 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/111489_slice_014.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/111489_slice_015.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/111489_slice_015.png new file mode 100644 index 0000000000000000000000000000000000000000..f321359373d08f9e9e03d4af5a1d806c3479bf07 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/111489_slice_015.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/114585_slice_009.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/114585_slice_009.png new file mode 100644 index 0000000000000000000000000000000000000000..093c1b06c4a71b614bd55540524e30c27a09aea9 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/114585_slice_009.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:459f037d943c321a932797aef27c9b66b1a24dcf250a8aaaaa759655fc144c5a +size 114468 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/114585_slice_010.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/114585_slice_010.png new file mode 100644 index 0000000000000000000000000000000000000000..2062bdb73ca198b10bd42d75111bdf7a0f52ae07 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/114585_slice_010.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:82a074754d2876677d3d32f879e5b69a84851fc4a248ef27ddd787795d567f06 +size 116991 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/114585_slice_011.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/114585_slice_011.png new file mode 100644 index 0000000000000000000000000000000000000000..48506171525752a8c1ee7533ed833b5394e780a5 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/114585_slice_011.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5c2bcec831b13c83173bf4a61a20c5cfd66c44e2160ae835f53baca60adc2ce7 +size 116771 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/114585_slice_012.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/114585_slice_012.png new file mode 100644 index 0000000000000000000000000000000000000000..78d4a1c0bae5e2b7e040b632ca337d138473d95f --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/114585_slice_012.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f529da6ff6930e80c94dc3e7535b145c887be859ae2ac09082fc7f1722726139 +size 118154 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/114585_slice_013.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/114585_slice_013.png new file mode 100644 index 0000000000000000000000000000000000000000..b088971b243c63a27a949ff35a58cc8f6909e1f4 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/114585_slice_013.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e0a2fda1756f79f68bd20dc97c5b456f3017f5f8710613bd86982a72b2740809 +size 113849 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/114585_slice_014.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/114585_slice_014.png new file mode 100644 index 0000000000000000000000000000000000000000..6eef6b44ce34861bfcc629ef82218bd9525990c2 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/114585_slice_014.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d1c65997d5322d5f743e4de3d0b511b14cd39582ca9e8796a1e834647f9f26d4 +size 106259 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/114585_slice_015.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/114585_slice_015.png new file mode 100644 index 0000000000000000000000000000000000000000..94d1c52e4e8817fa17030d1eb1fe93d3edc2fb20 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/114585_slice_015.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ece7f1706e4ae98b7b3b972b3b9e0ea281187d8a35e97bdf7b896a06e9688553 +size 102521 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_024.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_024.png new file mode 100644 index 0000000000000000000000000000000000000000..b8bb4a71a42b858df63255f9a8c401dba94399cd Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_024.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_025.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_025.png new file mode 100644 index 0000000000000000000000000000000000000000..21e4c5db9b5151f07cdc892748ef1ce74331fa37 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_025.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_026.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_026.png new file mode 100644 index 0000000000000000000000000000000000000000..50a4e265364bb07bfe4ce6b14667b8842e416657 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_026.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_027.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_027.png new file mode 100644 index 0000000000000000000000000000000000000000..e167df8d17c2184ed8c8a36369741ba648b6b95a Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_027.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_028.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_028.png new file mode 100644 index 0000000000000000000000000000000000000000..e111912d2b3be3151ea6a71f8353a1f3604f38dd Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_028.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_029.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_029.png new file mode 100644 index 0000000000000000000000000000000000000000..806ceeac7b5d9a8576167e501dbabc247ec887f6 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_029.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_030.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_030.png new file mode 100644 index 0000000000000000000000000000000000000000..d1c949948f1fc7b84e4a5b32d8265e462bbefbcc Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_030.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_031.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_031.png new file mode 100644 index 0000000000000000000000000000000000000000..ca1e3b0f0c17d7dcb0ed764da1d165dcac6bfb4d Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_031.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_032.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_032.png new file mode 100644 index 0000000000000000000000000000000000000000..de1ae1aaacaa4c6495ff370a575e3de3fc51b054 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_032.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_033.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_033.png new file mode 100644 index 0000000000000000000000000000000000000000..15584aa7424ce1586c9dc33e7b3333885452f8ab Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_033.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_034.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_034.png new file mode 100644 index 0000000000000000000000000000000000000000..e6621a64dece09aee64971ef7b67bb124c7a64d6 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_034.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_035.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_035.png new file mode 100644 index 0000000000000000000000000000000000000000..4b324ef793c4c6d4eb3094aacfc1110132fab3f6 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_035.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_036.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_036.png new file mode 100644 index 0000000000000000000000000000000000000000..b2b0257ebf09398066e5c2f0d4a585eb8af55da3 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_036.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_037.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_037.png new file mode 100644 index 0000000000000000000000000000000000000000..3a89c8cfdf39b29b7c4957ee809f355f7a3b7767 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_037.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_038.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_038.png new file mode 100644 index 0000000000000000000000000000000000000000..5826d0330a589c4db1d31ddc6f56384683ef8c48 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_038.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_039.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_039.png new file mode 100644 index 0000000000000000000000000000000000000000..e6a585d3874f5ff060bcddb5f015a8b0deaa5f5a Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_039.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_040.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_040.png new file mode 100644 index 0000000000000000000000000000000000000000..13c6f390dc551e7b1cde1425729ecce1dc2c90ff Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_040.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_041.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_041.png new file mode 100644 index 0000000000000000000000000000000000000000..b6cdc92551c66b5551fca5b4bd6791ebad047776 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_041.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_042.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_042.png new file mode 100644 index 0000000000000000000000000000000000000000..bb6e105d2795913323aaa566abf41bddd735d405 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_042.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_043.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_043.png new file mode 100644 index 0000000000000000000000000000000000000000..c46bdbfe673140d7ebf1016eb4c24148c8f7e054 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_043.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_024.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_024.png new file mode 100644 index 0000000000000000000000000000000000000000..c7b94c40470f7d13afb4a2a7fb30fc03c62d9817 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_024.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6ad5250ae57832fdb4833618a704a93003fefd307b788f248398bc5c742e8177 +size 104430 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_025.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_025.png new file mode 100644 index 0000000000000000000000000000000000000000..6a6cb5c6520d0274f883ca06ed1b564377e042c0 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_025.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:480f19777a9a39aaca74a1600c62f4213608c3178bfd42ba0f6de703daf59481 +size 105122 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_026.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_026.png new file mode 100644 index 0000000000000000000000000000000000000000..8c25c728e598e4639253c152fa3a6c0e3071559b --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_026.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:284fa0122edd4bfa8667cddb39aa2991e6702ac94e0089f56b795cdd377fb4ff +size 102252 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_027.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_027.png new file mode 100644 index 0000000000000000000000000000000000000000..b2d37a8b93b5646aceb125b58dc037cc9e742b91 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_027.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e639645634e763b72f29fd789463787ab1511cb36f79964f494476bf0b240f91 +size 104335 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_028.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_028.png new file mode 100644 index 0000000000000000000000000000000000000000..6be09f05ba4759c5ed01d46435dc0f0692a64ddc --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_028.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fbe22beaec08d84d2021c4a1f62b897c2de23d9e2ea8092773828097bb757410 +size 102957 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_029.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_029.png new file mode 100644 index 0000000000000000000000000000000000000000..998f40075ed440457757732a737e0a71b1474a92 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_029.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4b25b526780f9326780906860065173b157e46d4d3c62898146f509797bb3677 +size 100863 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_030.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_030.png new file mode 100644 index 0000000000000000000000000000000000000000..0613d86c85099daafd99293b2568fbbe74c2afaa Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_030.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_031.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_031.png new file mode 100644 index 0000000000000000000000000000000000000000..9be2a9a90de4f36a2108d70bcb68e68395340748 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_031.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_032.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_032.png new file mode 100644 index 0000000000000000000000000000000000000000..e847e23d480a158424dfbbb665ebcff827c2e7b7 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_032.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_033.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_033.png new file mode 100644 index 0000000000000000000000000000000000000000..0ff24551f539d62df45ac97191aaa7b06c56c17a Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_033.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_034.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_034.png new file mode 100644 index 0000000000000000000000000000000000000000..27ce099c03c1811dd916fd3bab54cccb697e0e11 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_034.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_035.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_035.png new file mode 100644 index 0000000000000000000000000000000000000000..114b15034a3c0cce83d7a9b7a182951ae251f152 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_035.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_036.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_036.png new file mode 100644 index 0000000000000000000000000000000000000000..65bb036b0297e840f5555d8fa86675cc6cb1e8a0 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_036.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_037.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_037.png new file mode 100644 index 0000000000000000000000000000000000000000..f4e192bd948425851194672625b930da5eca67c4 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_037.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_038.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_038.png new file mode 100644 index 0000000000000000000000000000000000000000..04c96433adfd67b64121ddf1c3b0e628805032b2 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_038.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_039.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_039.png new file mode 100644 index 0000000000000000000000000000000000000000..10f1172a224e806c689decf0ffab45e78b7a9135 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_039.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_040.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_040.png new file mode 100644 index 0000000000000000000000000000000000000000..01e15b93dd26ba0fd1bfe2c94620fc71cd1bc14f Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_040.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_041.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_041.png new file mode 100644 index 0000000000000000000000000000000000000000..a9a37cb4749ffdeb8f2d62436e4da2e4fc5d96a8 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_041.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_042.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_042.png new file mode 100644 index 0000000000000000000000000000000000000000..f67f669879f9b48fae5de2feec931a594effc1ea Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_042.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_043.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_043.png new file mode 100644 index 0000000000000000000000000000000000000000..04629d9235b1ccdf8558148bb19d7bfa32543979 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_043.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_024.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_024.png new file mode 100644 index 0000000000000000000000000000000000000000..75fc51a6624e2c456dafb64379b85bf3d929c3cc --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_024.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:01c9fb020faca95c6a6a5ccceb71f630984f877b99fc21d79bf4a29ba329d2cc +size 109428 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_025.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_025.png new file mode 100644 index 0000000000000000000000000000000000000000..cfeaa68da971e3679b58fa044a86e3c44ec41bfd --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_025.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8345c8b311f563d35d16bb44bcf5ae066f478ea4a2f6bd9db85aeff9fe6b616b +size 105412 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_026.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_026.png new file mode 100644 index 0000000000000000000000000000000000000000..16ba4b1b5cfff4ab63d42d28eba0e99163e23bb7 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_026.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7ea745125364e70aa562747f91d68c9359e17b1d3caf09585eecc54c88ff9da6 +size 103436 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_027.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_027.png new file mode 100644 index 0000000000000000000000000000000000000000..4146b7c123e84f6a8082f53be647c685c5791860 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_027.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0cf9b613ee3ef89e419c48a102eb198101580a581312782d63f4ee884d8f86f1 +size 101615 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_028.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_028.png new file mode 100644 index 0000000000000000000000000000000000000000..39846a692362354b9eafde6ff81d13cd6662bde0 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_028.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_029.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_029.png new file mode 100644 index 0000000000000000000000000000000000000000..d6d4c0fa97061c5dc7efc36e8964088efafe5489 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_029.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_030.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_030.png new file mode 100644 index 0000000000000000000000000000000000000000..9b3f33d9850a7ed494b6d62e94e6a292da31dec1 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_030.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_031.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_031.png new file mode 100644 index 0000000000000000000000000000000000000000..dc84f4e7593644693ebeec817d8c27089afc7e5b Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_031.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_032.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_032.png new file mode 100644 index 0000000000000000000000000000000000000000..ca99c7601cf81d04e23f14308c4a86ba13e29784 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_032.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_033.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_033.png new file mode 100644 index 0000000000000000000000000000000000000000..f560dbdba7d7cac7c694e7534d69fec9cc4d0e27 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_033.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_034.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_034.png new file mode 100644 index 0000000000000000000000000000000000000000..2a0666071f7b0cbc0dc5934f467d2e414583dd9a Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_034.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_035.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_035.png new file mode 100644 index 0000000000000000000000000000000000000000..ac86fd83e52088965b2f3983e42065cec850480a Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_035.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_036.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_036.png new file mode 100644 index 0000000000000000000000000000000000000000..2676672e255eed5f89041e23a71b04542f64c0c6 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_036.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_037.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_037.png new file mode 100644 index 0000000000000000000000000000000000000000..f2ed3422796703c83642b0c7c6f69fc3bcd1dbb4 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_037.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_038.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_038.png new file mode 100644 index 0000000000000000000000000000000000000000..91accf84da97c0a522cce27fbf617d8e77d5a343 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_038.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_039.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_039.png new file mode 100644 index 0000000000000000000000000000000000000000..cbc0074b72c721994126dca0552f5bf98723750c Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_039.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_040.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_040.png new file mode 100644 index 0000000000000000000000000000000000000000..74da01a42a4abef7a35b08a14adce6828743f0a1 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_040.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_041.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_041.png new file mode 100644 index 0000000000000000000000000000000000000000..01e32b55cb43abe372b018e698c0fde500bf6166 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_041.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_042.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_042.png new file mode 100644 index 0000000000000000000000000000000000000000..a76fd64b202d431eceb0664afb7f45c15e0ee28e Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_042.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_043.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_043.png new file mode 100644 index 0000000000000000000000000000000000000000..d09ac5eaad29bea9ab05bab9bbfec1da920c353b Binary files /dev/null and b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_043.png differ diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/models/standard_3class/fold_2/a_unet_training_analysis.png b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/models/standard_3class/fold_2/a_unet_training_analysis.png new file mode 100644 index 0000000000000000000000000000000000000000..9a8eab0dcb3f8a4c118dcec39caf5985b2021a1d --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/models/standard_3class/fold_2/a_unet_training_analysis.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:87c2feee5a9f3d35f2a18d16de89f147bdb4d83c59ae5a64b60223f0d325b877 +size 1104751 diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/models/standard_3class/fold_2/best_epoch_analysis.json b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/models/standard_3class/fold_2/best_epoch_analysis.json new file mode 100644 index 0000000000000000000000000000000000000000..1aa672ea62f32b91188b583f1eb5db0de09ac095 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/models/standard_3class/fold_2/best_epoch_analysis.json @@ -0,0 +1,44 @@ +{ + "best_overall_epoch": 36, + "best_overall_epoch_idx": 35, + "best_abnormal_epoch": 32, + "best_abnormal_dice": 0.7696575927137208, + "best_ventricles_epoch": 34, + "best_ventricles_dice": 0.9378331718769447, + "best_val_loss_epoch": 43, + "best_val_loss": 0.2737065255641937, + "composite_score": 0.8128944361644407, + "abnormal_key": "class_2", + "num_classes": 3, + "first_valid_epoch": 20, + "total_valid_epochs": 41, + "beta_threshold": 0.95, + "total_epochs": 60, + "best_epoch_metrics": { + "dice": { + "class_0": 0.9987176184076713, + "class_1": 0.9342240045327603, + "class_2": 0.7672727272708917, + "mean": 0.9000714500704411 + }, + "precision": { + "class_0": 0.9985267501056236, + "class_1": 0.9418291678100063, + "class_2": 0.8004392532654465, + "mean": 0.9135983903936923 + }, + "recall": { + "class_0": 0.9989085596925764, + "class_1": 0.9267406790827432, + "class_2": 0.7367453827035894, + "mean": 0.8874648738263029 + }, + "val_loss": 0.27736401557922363, + "train_loss": 0.11372341215610504, + "wce_loss": 0.14523056149482727, + "ufd_loss": 0.11372341215610504, + "val_loss_wce": 0.23067352175712585, + "val_loss_ufd": 0.27736401557922363, + "beta_value": 1.0 + } +} \ No newline at end of file diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/models/standard_3class/fold_2/config.json b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/models/standard_3class/fold_2/config.json new file mode 100644 index 0000000000000000000000000000000000000000..325166d1c3b5617c0f1e176cf93aae24609a4219 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/models/standard_3class/fold_2/config.json @@ -0,0 +1,16 @@ +{ + "variant": 1, + "variant_name": "unet", + "preprocessing": "standard", + "class_scenario": "3class", + "fold_id": 2, + "num_classes": 3, + "batch_size": 4, + "epochs": 60, + "focal_gamma": 0.5, + "beta_threshold": 0.25, + "beta_smoothness": 0.02, + "learning_rate": 0.0002, + "beta_1": 0.9, + "loss": "Phase-transitioning segmentation loss (WCE \u2192 UFD)" +} \ No newline at end of file diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/models/standard_3class/fold_2/download_models.txt b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/models/standard_3class/fold_2/download_models.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca882fe580935c7788dbcf6806e4b391934ba50b --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/models/standard_3class/fold_2/download_models.txt @@ -0,0 +1 @@ +Visit our Hugging Face link for downloading the trained models. \ No newline at end of file diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/models/standard_3class/fold_2/history.json b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/models/standard_3class/fold_2/history.json new file mode 100644 index 0000000000000000000000000000000000000000..35ef0e044a1c0b2e22d47b89e939ef1bfcba429a --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/models/standard_3class/fold_2/history.json @@ -0,0 +1,1638 @@ +{ + "train_loss": [ + 0.076746366918087, + 0.033313535153865814, + 0.029455319046974182, + 0.024674125015735626, + 0.02314099483191967, + 0.019201306626200676, + 0.016660312190651894, + 0.01525411568582058, + 0.015107729472219944, + 0.016380898654460907, + 0.023955391719937325, + 0.043069902807474136, + 0.06261191517114639, + 0.10268884897232056, + 0.15404269099235535, + 0.19337327778339386, + 0.21255652606487274, + 0.2111561894416809, + 0.20965951681137085, + 0.19861631095409393, + 0.1917867362499237, + 0.1866575926542282, + 0.17156583070755005, + 0.1704922914505005, + 0.16409139335155487, + 0.1506587266921997, + 0.1477314531803131, + 0.1512787640094757, + 0.14149174094200134, + 0.13868416845798492, + 0.13045261800289154, + 0.1302095353603363, + 0.12358488142490387, + 0.1188303530216217, + 0.11753929406404495, + 0.11372341215610504, + 0.11001584678888321, + 0.11170734465122223, + 0.10364802926778793, + 0.10300367325544357, + 0.10141891986131668, + 0.10186383873224258, + 0.10107959806919098, + 0.10002636164426804, + 0.09487490355968475, + 0.09561122208833694, + 0.09252384305000305, + 0.09534180164337158, + 0.09176149219274521, + 0.09012296795845032, + 0.09236714243888855, + 0.09265584498643875, + 0.09524595737457275, + 0.09039640426635742, + 0.09078995883464813, + 0.08960489928722382, + 0.08967746049165726, + 0.0893993079662323, + 0.09443578124046326, + 0.08825694024562836 + ], + "wce_loss": [ + 0.07674320042133331, + 0.0333062969148159, + 0.02943875640630722, + 0.02463647909462452, + 0.023055875673890114, + 0.019008981063961983, + 0.016234688460826874, + 0.014300113543868065, + 0.012976321391761303, + 0.011685257777571678, + 0.013005253858864307, + 0.01903785578906536, + 0.016409313306212425, + 0.024483289569616318, + 0.045217499136924744, + 0.0661519318819046, + 0.0880049392580986, + 0.10804753005504608, + 0.12724386155605316, + 0.14325973391532898, + 0.15014520287513733, + 0.16404251754283905, + 0.1659814417362213, + 0.17366710305213928, + 0.17855732142925262, + 0.17286834120750427, + 0.1664019674062729, + 0.1724558174610138, + 0.16249418258666992, + 0.16138462722301483, + 0.15795789659023285, + 0.1600656658411026, + 0.15598125755786896, + 0.14967766404151917, + 0.14356762170791626, + 0.14523056149482727, + 0.14437025785446167, + 0.1404190957546234, + 0.1384323090314865, + 0.13715218007564545, + 0.13342012465000153, + 0.13698196411132812, + 0.13262730836868286, + 0.1292797327041626, + 0.1292271614074707, + 0.1291612982749939, + 0.1276806741952896, + 0.12771490216255188, + 0.12705954909324646, + 0.1262129247188568, + 0.12563395500183105, + 0.12625505030155182, + 0.12717948853969574, + 0.12479183822870255, + 0.1259276419878006, + 0.12442793697118759, + 0.12360755354166031, + 0.12446998059749603, + 0.12408360838890076, + 0.12199197709560394 + ], + "ufd_loss": [ + 0.9275969862937927, + 0.8774717450141907, + 0.868777871131897, + 0.853859543800354, + 0.8379780650138855, + 0.819320023059845, + 0.7862015962600708, + 0.7648840546607971, + 0.7429723739624023, + 0.7132753729820251, + 0.7302402257919312, + 0.7167271971702576, + 0.6254748702049255, + 0.5167474150657654, + 0.40444687008857727, + 0.3205946087837219, + 0.2666863799095154, + 0.23063088953495026, + 0.2164245992898941, + 0.20059113204479218, + 0.19243234395980835, + 0.1868099719285965, + 0.1715821921825409, + 0.17048823833465576, + 0.16408337652683258, + 0.1506533920764923, + 0.14772948622703552, + 0.1512777954339981, + 0.14149132370948792, + 0.1386839747428894, + 0.13045252859592438, + 0.13020947575569153, + 0.12358485907316208, + 0.1188303530216217, + 0.11753929406404495, + 0.11372341215610504, + 0.11001584678888321, + 0.11170734465122223, + 0.10364802926778793, + 0.10300367325544357, + 0.10141891986131668, + 0.10186383873224258, + 0.10107959806919098, + 0.10002636164426804, + 0.09487490355968475, + 0.09561122208833694, + 0.09252384305000305, + 0.09534180164337158, + 0.09176149219274521, + 0.09012296795845032, + 0.09236714243888855, + 0.09265584498643875, + 0.09524595737457275, + 0.09039640426635742, + 0.09078995883464813, + 0.08960489928722382, + 0.08967746049165726, + 0.0893993079662323, + 0.09443578124046326, + 0.08825694024562836 + ], + "val_loss": [ + 0.033791057765483856, + 0.02867736853659153, + 0.029486214742064476, + 0.024709507822990417, + 0.02762102708220482, + 0.020902324467897415, + 0.01740104705095291, + 0.016433218494057655, + 0.019032686948776245, + 0.02165514975786209, + 0.024761710315942764, + 0.043022602796554565, + 0.06426942348480225, + 0.1112525463104248, + 0.19259503483772278, + 0.23865637183189392, + 0.2653846740722656, + 0.30276599526405334, + 0.3011512756347656, + 0.29327473044395447, + 0.28571802377700806, + 0.2952546775341034, + 0.33090344071388245, + 0.29746562242507935, + 0.2911392152309418, + 0.30038079619407654, + 0.3098033666610718, + 0.27995219826698303, + 0.28787317872047424, + 0.2797676622867584, + 0.28098857402801514, + 0.27806562185287476, + 0.27753907442092896, + 0.28045904636383057, + 0.2804500162601471, + 0.27736401557922363, + 0.29031988978385925, + 0.28579020500183105, + 0.2868357002735138, + 0.2814160883426666, + 0.281249076128006, + 0.28366997838020325, + 0.2737065255641937, + 0.2802354395389557, + 0.27492910623550415, + 0.27447080612182617, + 0.2755146324634552, + 0.2795337438583374, + 0.27871423959732056, + 0.28002312779426575, + 0.2785889506340027, + 0.28101322054862976, + 0.28377729654312134, + 0.28070834279060364, + 0.2821921110153198, + 0.2820156514644623, + 0.28220275044441223, + 0.28238263726234436, + 0.283086895942688, + 0.2826939523220062 + ], + "val_loss_wce": [ + 0.0337878093123436, + 0.02866995520889759, + 0.029468970373272896, + 0.024670502170920372, + 0.027529701590538025, + 0.02070387452840805, + 0.01697191409766674, + 0.015423794277012348, + 0.016658581793308258, + 0.01629413664340973, + 0.012734095565974712, + 0.01540171168744564, + 0.013164814561605453, + 0.020874900743365288, + 0.05604541674256325, + 0.07829059660434723, + 0.06619051098823547, + 0.09477635473012924, + 0.17639444768428802, + 0.13665422797203064, + 0.20597004890441895, + 0.1972624510526657, + 0.14454947412014008, + 0.20356523990631104, + 0.19464176893234253, + 0.23060914874076843, + 0.27149972319602966, + 0.2650819718837738, + 0.20839087665081024, + 0.19464832544326782, + 0.23580105602741241, + 0.2504385709762573, + 0.22029539942741394, + 0.20779959857463837, + 0.24291712045669556, + 0.23067352175712585, + 0.23672620952129364, + 0.23515014350414276, + 0.2251725047826767, + 0.24614675343036652, + 0.24823006987571716, + 0.24325963854789734, + 0.23822236061096191, + 0.23737190663814545, + 0.2506409287452698, + 0.2602583169937134, + 0.2419583797454834, + 0.2510901987552643, + 0.2510091960430145, + 0.2556230127811432, + 0.2511971592903137, + 0.25539541244506836, + 0.24919353425502777, + 0.2557537853717804, + 0.2544674575328827, + 0.25379782915115356, + 0.2542106807231903, + 0.2542627453804016, + 0.25172320008277893, + 0.2547147572040558 + ], + "val_loss_ufd": [ + 0.9060908555984497, + 0.8928956389427185, + 0.9034981727600098, + 0.8838777542114258, + 0.9018374085426331, + 0.8465238809585571, + 0.7932913303375244, + 0.8096109628677368, + 0.8297775387763977, + 0.8172999024391174, + 0.800544023513794, + 0.8172810077667236, + 0.6868510842323303, + 0.589756190776825, + 0.506792426109314, + 0.3990221321582794, + 0.35195404291152954, + 0.34205013513565063, + 0.3113918900489807, + 0.2988619804382324, + 0.286954402923584, + 0.2959149479866028, + 0.33144915103912354, + 0.29758507013320923, + 0.29119256138801575, + 0.3003975450992584, + 0.30980733036994934, + 0.27995288372039795, + 0.2878747582435608, + 0.2797684073448181, + 0.28098875284194946, + 0.27806568145751953, + 0.27753910422325134, + 0.28045907616615295, + 0.2804500162601471, + 0.27736401557922363, + 0.29031988978385925, + 0.28579020500183105, + 0.2868357002735138, + 0.2814160883426666, + 0.281249076128006, + 0.28366997838020325, + 0.2737065255641937, + 0.2802354395389557, + 0.27492910623550415, + 0.27447080612182617, + 0.2755146324634552, + 0.2795337438583374, + 0.27871423959732056, + 0.28002312779426575, + 0.2785889506340027, + 0.28101322054862976, + 0.28377729654312134, + 0.28070834279060364, + 0.2821921110153198, + 0.2820156514644623, + 0.28220275044441223, + 0.28238263726234436, + 0.283086895942688, + 0.2826939523220062 + ], + "val_metrics": [ + { + "dice": { + "class_0": 0.9019811960538655, + "class_1": 0.3388567546982754, + "class_2": 0.03471078254114647, + "mean": 0.4251829110977625 + }, + "precision": { + "class_0": 0.9999869657590346, + "class_1": 0.20489766545061489, + "class_2": 0.017677460938897264, + "mean": 0.4075206973828489 + }, + "recall": { + "class_0": 0.8214712267948379, + "class_1": 0.9787475542380806, + "class_2": 0.9525866029543665, + "mean": 0.9176017946624283 + } + }, + { + "dice": { + "class_0": 0.9011906809949569, + "class_1": 0.36677736297534563, + "class_2": 0.034032159772741516, + "mean": 0.43400006791434803 + }, + "precision": { + "class_0": 0.9999979691711333, + "class_1": 0.22556433969763684, + "class_2": 0.0173187448261533, + "mean": 0.4142936845649745 + }, + "recall": { + "class_0": 0.8201533846011165, + "class_1": 0.9808014528619663, + "class_2": 0.973674538266224, + "mean": 0.9248764585764356 + } + }, + { + "dice": { + "class_0": 0.9022245899125709, + "class_1": 0.28371834165532145, + "class_2": 0.039342568600394756, + "mean": 0.4084285000560957 + }, + "precision": { + "class_0": 0.9999971048718059, + "class_1": 0.16592220156297957, + "class_2": 0.02007287802544446, + "mean": 0.39533072815340997 + }, + "recall": { + "class_0": 0.8218682331503897, + "class_1": 0.9781638146291868, + "class_2": 0.9832307268171311, + "mean": 0.9277542581989026 + } + }, + { + "dice": { + "class_0": 0.9275928621117548, + "class_1": 0.3857752129820904, + "class_2": 0.047442289727509884, + "mean": 0.45360345494045173 + }, + "precision": { + "class_0": 0.9999786814343214, + "class_1": 0.2395618078043203, + "class_2": 0.024316852885114024, + "mean": 0.4212857807079186 + }, + "recall": { + "class_0": 0.8649792924958795, + "class_1": 0.9900223766839374, + "class_2": 0.9682991822063387, + "mean": 0.9411002837953854 + } + }, + { + "dice": { + "class_0": 0.9447975335499444, + "class_1": 0.3578414606418763, + "class_2": 0.07052294244234066, + "mean": 0.4577206455447205 + }, + "precision": { + "class_0": 0.9998724722945928, + "class_1": 0.2189679117730502, + "class_2": 0.0365879372146095, + "mean": 0.4184761070940841 + }, + "recall": { + "class_0": 0.8954731162928707, + "class_1": 0.9782935345422743, + "class_2": 0.9726178443399218, + "mean": 0.9487948317250222 + } + }, + { + "dice": { + "class_0": 0.9563667741665081, + "class_1": 0.4630930239012795, + "class_2": 0.07813198592477918, + "mean": 0.49919726133085557 + }, + "precision": { + "class_0": 0.9999607952234433, + "class_1": 0.3020648831588557, + "class_2": 0.04072419367733819, + "mean": 0.44758329068654573 + }, + "recall": { + "class_0": 0.9164149933489131, + "class_1": 0.9918276454744054, + "class_2": 0.9594321418682374, + "mean": 0.955891593563852 + } + }, + { + "dice": { + "class_0": 0.97172577081996, + "class_1": 0.6265493483276491, + "class_2": 0.10693465631173837, + "mean": 0.5684032584864492 + }, + "precision": { + "class_0": 0.9998723747459956, + "class_1": 0.4614362110039666, + "class_2": 0.05653839861086895, + "mean": 0.5059489947869437 + }, + "recall": { + "class_0": 0.945120444494824, + "class_1": 0.975666706302252, + "class_2": 0.9843333639576204, + "mean": 0.9683735049182322 + } + }, + { + "dice": { + "class_0": 0.9604998115281397, + "class_1": 0.5764113277475148, + "class_2": 0.0781403307575243, + "mean": 0.5383504900110596 + }, + "precision": { + "class_0": 0.9999893134455139, + "class_1": 0.40652459481990727, + "class_2": 0.040682058990209866, + "mean": 0.48239865575187707 + }, + "recall": { + "class_0": 0.9240106993034254, + "class_1": 0.9902277665463259, + "class_2": 0.9860792060967285, + "mean": 0.9667725573154934 + } + }, + { + "dice": { + "class_0": 0.9513327519503095, + "class_1": 0.5415565466764111, + "class_2": 0.06424035865345955, + "mean": 0.5190432190933933 + }, + "precision": { + "class_0": 0.9999935740511137, + "class_1": 0.3728594599439352, + "class_2": 0.03319747598097999, + "mean": 0.4686835033253429 + }, + "recall": { + "class_0": 0.9071879565141711, + "class_1": 0.9890386673430237, + "class_2": 0.9898006064458797, + "mean": 0.9620090767676915 + } + }, + { + "dice": { + "class_0": 0.9572927535300602, + "class_1": 0.5578988842631472, + "class_2": 0.07294445482811872, + "mean": 0.529378697540442 + }, + "precision": { + "class_0": 0.9999225189478618, + "class_1": 0.3888037462748451, + "class_2": 0.03787290653604713, + "mean": 0.47553305725291795 + }, + "recall": { + "class_0": 0.9181492341774655, + "class_1": 0.9872766385235849, + "class_2": 0.9861710925251026, + "mean": 0.9638656550753844 + } + }, + { + "dice": { + "class_0": 0.9692809281766867, + "class_1": 0.5337014354232639, + "class_2": 0.11147238580334384, + "mean": 0.5381515831344315 + }, + "precision": { + "class_0": 0.999986590071504, + "class_1": 0.3652481704107347, + "class_2": 0.05906708437094253, + "mean": 0.4747672816177271 + }, + "recall": { + "class_0": 0.9404047894408808, + "class_1": 0.9905412563362874, + "class_2": 0.9883763668060811, + "mean": 0.9731074708610832 + } + }, + { + "dice": { + "class_0": 0.9684330069805057, + "class_1": 0.4690075048398456, + "class_2": 0.1208066227976733, + "mean": 0.5194157115393415 + }, + "precision": { + "class_0": 0.9999542556153007, + "class_1": 0.30768244715650694, + "class_2": 0.06436863424004043, + "mean": 0.4573351123372827 + }, + "recall": { + "class_0": 0.9388382977766461, + "class_1": 0.9859794393927097, + "class_2": 0.9805200771800949, + "mean": 0.9684459381164836 + } + }, + { + "dice": { + "class_0": 0.9859712360609338, + "class_1": 0.576831366110107, + "class_2": 0.2942958317332265, + "mean": 0.6190328113014224 + }, + "precision": { + "class_0": 0.9999170558192194, + "class_1": 0.4061374867629694, + "class_2": 0.17409227041745962, + "mean": 0.5267156043332162 + }, + "recall": { + "class_0": 0.9724090695429624, + "class_1": 0.9950274033305642, + "class_2": 0.9507488743868844, + "mean": 0.9727284490868037 + } + }, + { + "dice": { + "class_0": 0.9935411853333809, + "class_1": 0.8561969611538284, + "class_2": 0.34182618334601045, + "mean": 0.7305214432777399 + }, + "precision": { + "class_0": 0.9995135785042034, + "class_1": 0.772446654956461, + "class_2": 0.2084443099271505, + "mean": 0.6601348477959383 + }, + "recall": { + "class_0": 0.9876397418946995, + "class_1": 0.9603165165868958, + "class_2": 0.9492327483187115, + "mean": 0.9657296689334357 + } + }, + { + "dice": { + "class_0": 0.9959910576216882, + "class_1": 0.8433138740524937, + "class_2": 0.4963666702544725, + "mean": 0.7785572006428848 + }, + "precision": { + "class_0": 0.9987937833782226, + "class_1": 0.7802754486606536, + "class_2": 0.35098770600930423, + "mean": 0.7100189793493934 + }, + "recall": { + "class_0": 0.9932040173664286, + "class_1": 0.9174332753187138, + "class_2": 0.847330699251827, + "mean": 0.9193226639789898 + } + }, + { + "dice": { + "class_0": 0.9977547645009546, + "class_1": 0.8860493084782091, + "class_2": 0.6619436717649037, + "mean": 0.8485825815813558 + }, + "precision": { + "class_0": 0.998767580427048, + "class_1": 0.8258526150590587, + "class_2": 0.6280412371108122, + "mean": 0.8175538108656397 + }, + "recall": { + "class_0": 0.9967440006176858, + "class_1": 0.9557114596722889, + "class_2": 0.6997151520688242, + "mean": 0.8840568707862663 + } + }, + { + "dice": { + "class_0": 0.9981361588750356, + "class_1": 0.9055267056605515, + "class_2": 0.7185571108724739, + "mean": 0.8740733251360203 + }, + "precision": { + "class_0": 0.9989877356800648, + "class_1": 0.8611306111297715, + "class_2": 0.6597379644190274, + "mean": 0.8399521037429546 + }, + "recall": { + "class_0": 0.9972860326691974, + "class_1": 0.9547493703168898, + "class_2": 0.788890930805895, + "mean": 0.913642111263994 + } + }, + { + "dice": { + "class_0": 0.9981608424296247, + "class_1": 0.9068257570567013, + "class_2": 0.711097925362455, + "mean": 0.8720281749495937 + }, + "precision": { + "class_0": 0.9986693821290743, + "class_1": 0.8840215181807239, + "class_2": 0.6599535853335171, + "mean": 0.8475481618811052 + }, + "recall": { + "class_0": 0.9976528203809643, + "class_1": 0.9308376663377573, + "class_2": 0.770835247630383, + "mean": 0.8997752447830348 + } + }, + { + "dice": { + "class_0": 0.9984635949903148, + "class_1": 0.9154709695209403, + "class_2": 0.7291366815626869, + "mean": 0.8810237486913141 + }, + "precision": { + "class_0": 0.9980085759368482, + "class_1": 0.9347512617148807, + "class_2": 0.8094410494993023, + "mean": 0.9140669623836771 + }, + "recall": { + "class_0": 0.9989190291439665, + "class_1": 0.8969699590291578, + "class_2": 0.6633281264326779, + "mean": 0.8530723715352674 + } + }, + { + "dice": { + "class_0": 0.9984646458588159, + "class_1": 0.9196924006418462, + "class_2": 0.7510141183385433, + "mean": 0.8897237216130685 + }, + "precision": { + "class_0": 0.9987182690346987, + "class_1": 0.9021314202527531, + "class_2": 0.7410223156355216, + "mean": 0.8806240016409911 + }, + "recall": { + "class_0": 0.9982111514647536, + "class_1": 0.9379506415720562, + "class_2": 0.7612790590794759, + "mean": 0.8991469507054286 + } + }, + { + "dice": { + "class_0": 0.9985469743636888, + "class_1": 0.9195690138055512, + "class_2": 0.7488984578391025, + "mean": 0.8890048153361141 + }, + "precision": { + "class_0": 0.998160704191602, + "class_1": 0.9345552368078688, + "class_2": 0.8228077896312971, + "mean": 0.9185079102102559 + }, + "recall": { + "class_0": 0.9989335436106662, + "class_1": 0.9050558336116131, + "class_2": 0.6871726545957586, + "mean": 0.8637206772726792 + } + }, + { + "dice": { + "class_0": 0.9985430093562685, + "class_1": 0.9206163954262462, + "class_2": 0.7539218325524243, + "mean": 0.8910270791116464 + }, + "precision": { + "class_0": 0.9983880858456858, + "class_1": 0.920308094501485, + "class_2": 0.8066509557433534, + "mean": 0.908449045363508 + }, + "recall": { + "class_0": 0.9986979809543903, + "class_1": 0.9209249029793195, + "class_2": 0.7076633281231844, + "mean": 0.8757620706856314 + } + }, + { + "dice": { + "class_0": 0.9983346434630024, + "class_1": 0.920837239678861, + "class_2": 0.7181142493083073, + "mean": 0.8790953774833902 + }, + "precision": { + "class_0": 0.9988343457384249, + "class_1": 0.8979097118782826, + "class_2": 0.6676670352208669, + "mean": 0.8548036976125247 + }, + "recall": { + "class_0": 0.9978354409250974, + "class_1": 0.9449663268715395, + "class_2": 0.7768078654746999, + "mean": 0.906536544423779 + } + }, + { + "dice": { + "class_0": 0.9986066852818576, + "class_1": 0.9310822273903784, + "class_2": 0.7422265862422448, + "mean": 0.8906384996381602 + }, + "precision": { + "class_0": 0.9984257510357908, + "class_1": 0.942893879269167, + "class_2": 0.7556169078410337, + "mean": 0.898978846048664 + }, + "recall": { + "class_0": 0.9987876851174369, + "class_1": 0.9195628438919006, + "class_2": 0.7293025820052866, + "mean": 0.8825510370048747 + } + }, + { + "dice": { + "class_0": 0.9985516876327603, + "class_1": 0.9244406600179444, + "class_2": 0.756135108211636, + "mean": 0.8930424852874469 + }, + "precision": { + "class_0": 0.9984823781959095, + "class_1": 0.9336493936042628, + "class_2": 0.7453360706920229, + "mean": 0.8924892808307318 + }, + "recall": { + "class_0": 0.9986210066924659, + "class_1": 0.9154118066731, + "class_2": 0.7672516769237928, + "mean": 0.8937614967631196 + } + }, + { + "dice": { + "class_0": 0.9985217314983874, + "class_1": 0.9199686502821922, + "class_2": 0.7549248137466179, + "mean": 0.8911383985090658 + }, + "precision": { + "class_0": 0.9981562289538153, + "class_1": 0.9540656967349558, + "class_2": 0.7510458348456209, + "mean": 0.9010892535114641 + }, + "recall": { + "class_0": 0.9988875018187579, + "class_1": 0.8882246748885076, + "class_2": 0.758844068727562, + "mean": 0.8819854151449426 + } + }, + { + "dice": { + "class_0": 0.9986134787233002, + "class_1": 0.9261039819082189, + "class_2": 0.739185750634173, + "mean": 0.887967737088564 + }, + "precision": { + "class_0": 0.9983373479707155, + "class_1": 0.9204035874429635, + "class_2": 0.8735747400020449, + "mean": 0.9307718918052413 + }, + "recall": { + "class_0": 0.9988897622684897, + "class_1": 0.9318754256424574, + "class_2": 0.6406321786242735, + "mean": 0.8571324555117402 + } + }, + { + "dice": { + "class_0": 0.9986521468483154, + "class_1": 0.926522081376224, + "class_2": 0.7589407730171494, + "mean": 0.8947050004138962 + }, + "precision": { + "class_0": 0.9983221901410717, + "class_1": 0.9306091735905575, + "class_2": 0.8648410413065473, + "mean": 0.9312574683460588 + }, + "recall": { + "class_0": 0.9989823217364607, + "class_1": 0.9224707319436124, + "class_2": 0.6761462831908658, + "mean": 0.8658664456236463 + } + }, + { + "dice": { + "class_0": 0.9986235391867242, + "class_1": 0.9310243289937102, + "class_2": 0.7545050105586786, + "mean": 0.8947176262463709 + }, + "precision": { + "class_0": 0.9983831296578399, + "class_1": 0.9577522747005649, + "class_2": 0.7383465259422236, + "mean": 0.8981606434335427 + }, + "recall": { + "class_0": 0.9988640645241688, + "class_1": 0.9057476731480799, + "class_2": 0.7713865662006276, + "mean": 0.891999434624292 + } + }, + { + "dice": { + "class_0": 0.9986656901673386, + "class_1": 0.933008419706303, + "class_2": 0.76195899772036, + "mean": 0.8978777025313338 + }, + "precision": { + "class_0": 0.9985692926039159, + "class_1": 0.9432696981738662, + "class_2": 0.7556248305739783, + "mean": 0.8991546071172536 + }, + "recall": { + "class_0": 0.9987621063441544, + "class_1": 0.9229679916104478, + "class_2": 0.7684002572784692, + "mean": 0.8967101184110238 + } + }, + { + "dice": { + "class_0": 0.9986053551127719, + "class_1": 0.9260639067713057, + "class_2": 0.7597379046863808, + "mean": 0.8948023888568195 + }, + "precision": { + "class_0": 0.998567696731422, + "class_1": 0.918486697997875, + "class_2": 0.8018680140825709, + "mean": 0.906307469603956 + }, + "recall": { + "class_0": 0.9986430163345926, + "class_1": 0.9337671743749838, + "class_2": 0.721813838092797, + "mean": 0.8847413429341245 + } + }, + { + "dice": { + "class_0": 0.9986084544198742, + "class_1": 0.9230104907681662, + "class_2": 0.7696575927137208, + "mean": 0.897092179300587 + }, + "precision": { + "class_0": 0.9982677746884788, + "class_1": 0.9459422657941335, + "class_2": 0.7953053023581529, + "mean": 0.9131717809469219 + }, + "recall": { + "class_0": 0.9989493667587899, + "class_1": 0.9011642362189876, + "class_2": 0.7456124230416906, + "mean": 0.8819086753398228 + } + }, + { + "dice": { + "class_0": 0.9987138939892684, + "class_1": 0.9353705884913976, + "class_2": 0.7645173453978966, + "mean": 0.8995339426261876 + }, + "precision": { + "class_0": 0.9985517600391025, + "class_1": 0.943759146977845, + "class_2": 0.784864027868069, + "mean": 0.9090583116283387 + }, + "recall": { + "class_0": 0.9988760805990595, + "class_1": 0.9271298388220057, + "class_2": 0.7451989341140072, + "mean": 0.8904016178450241 + } + }, + { + "dice": { + "class_0": 0.9987121673507865, + "class_1": 0.9378331718769447, + "class_2": 0.7557724798180125, + "mean": 0.897439273015248 + }, + "precision": { + "class_0": 0.9986436782702912, + "class_1": 0.9390376070218499, + "class_2": 0.77237410071572, + "mean": 0.9033517953359537 + }, + "recall": { + "class_0": 0.998780665826164, + "class_1": 0.9366318224556665, + "class_2": 0.739869521268309, + "mean": 0.8917606698500465 + } + }, + { + "dice": { + "class_0": 0.9986976792427568, + "class_1": 0.9324312555785131, + "class_2": 0.7638286466183444, + "mean": 0.8983191938132048 + }, + "precision": { + "class_0": 0.9984729803378113, + "class_1": 0.9390245239363945, + "class_2": 0.8132523868783039, + "mean": 0.9169166303841699 + }, + "recall": { + "class_0": 0.9989224793040836, + "class_1": 0.9259299296259462, + "class_2": 0.7200679959536889, + "mean": 0.8816401349612395 + } + }, + { + "dice": { + "class_0": 0.9987176184076713, + "class_1": 0.9342240045327603, + "class_2": 0.7672727272708917, + "mean": 0.9000714500704411 + }, + "precision": { + "class_0": 0.9985267501056236, + "class_1": 0.9418291678100063, + "class_2": 0.8004392532654465, + "mean": 0.9135983903936923 + }, + "recall": { + "class_0": 0.9989085596925764, + "class_1": 0.9267406790827432, + "class_2": 0.7367453827035894, + "mean": 0.8874648738263029 + } + }, + { + "dice": { + "class_0": 0.9986736291421818, + "class_1": 0.9351823184008043, + "class_2": 0.7510184858100765, + "mean": 0.8949581444510208 + }, + "precision": { + "class_0": 0.9985560317373162, + "class_1": 0.9398432211706663, + "class_2": 0.7703753804494402, + "mean": 0.9029248777858075 + }, + "recall": { + "class_0": 0.9987912542485925, + "class_1": 0.930567416518825, + "class_2": 0.7326104934267545, + "mean": 0.8873230547313907 + } + }, + { + "dice": { + "class_0": 0.9986841436935963, + "class_1": 0.9353461670559661, + "class_2": 0.7541068365003076, + "mean": 0.8960457157499567 + }, + "precision": { + "class_0": 0.9985313949999042, + "class_1": 0.9435302916967931, + "class_2": 0.7719028145259952, + "mean": 0.9046548337408975 + }, + "recall": { + "class_0": 0.9988369391273855, + "class_1": 0.9273027987061224, + "class_2": 0.7371129284170858, + "mean": 0.8877508887501979 + } + }, + { + "dice": { + "class_0": 0.9986903502043227, + "class_1": 0.9354891092533801, + "class_2": 0.7571078892846048, + "mean": 0.8970957829141026 + }, + "precision": { + "class_0": 0.9986123008007403, + "class_1": 0.9368583106552285, + "class_2": 0.7761799054107895, + "mean": 0.9038835056222528 + }, + "recall": { + "class_0": 0.9987684118091961, + "class_1": 0.9341239041359745, + "class_2": 0.7389506569845679, + "mean": 0.8906143243099128 + } + }, + { + "dice": { + "class_0": 0.9986847878954275, + "class_1": 0.9330072124284025, + "class_2": 0.759827627482021, + "mean": 0.897173209268617 + }, + "precision": { + "class_0": 0.9984945194872137, + "class_1": 0.9403942239049685, + "class_2": 0.793291341727688, + "mean": 0.9107266950399567 + }, + "recall": { + "class_0": 0.9988751288307514, + "class_1": 0.9257353497563149, + "class_2": 0.7290728659343514, + "mean": 0.8845611148404725 + } + }, + { + "dice": { + "class_0": 0.998695773632116, + "class_1": 0.933904562036343, + "class_2": 0.7600768676417005, + "mean": 0.8975590677700532 + }, + "precision": { + "class_0": 0.9985185038946686, + "class_1": 0.9394360343006876, + "class_2": 0.7964659685823778, + "mean": 0.9114735022592447 + }, + "recall": { + "class_0": 0.9988731063230964, + "class_1": 0.9284378479456382, + "class_2": 0.7268675916533728, + "mean": 0.8847261819740359 + } + }, + { + "dice": { + "class_0": 0.9986638956458664, + "class_1": 0.9325140041178723, + "class_2": 0.757225023075677, + "mean": 0.8961343076131385 + }, + "precision": { + "class_0": 0.9985306240708492, + "class_1": 0.937408515936319, + "class_2": 0.7809402919456088, + "mean": 0.9056264773175924 + }, + "recall": { + "class_0": 0.9987972028005188, + "class_1": 0.9276703384598705, + "class_2": 0.7349076541361071, + "mean": 0.8871250651321655 + } + }, + { + "dice": { + "class_0": 0.9987091369454439, + "class_1": 0.9346741234669097, + "class_2": 0.7640123695381619, + "mean": 0.8991318766501718 + }, + "precision": { + "class_0": 0.9986382129947525, + "class_1": 0.9299433940045478, + "class_2": 0.8056659533231139, + "mean": 0.9114158534408047 + }, + "recall": { + "class_0": 0.9987800709709713, + "class_1": 0.9394532305653199, + "class_2": 0.7264541027256893, + "mean": 0.8882291347539936 + } + }, + { + "dice": { + "class_0": 0.9986987443599754, + "class_1": 0.9348474049110483, + "class_2": 0.7606876326249715, + "mean": 0.8980779272986651 + }, + "precision": { + "class_0": 0.9986150523575037, + "class_1": 0.9339295925072728, + "class_2": 0.7906815365512233, + "mean": 0.907742060472 + }, + "recall": { + "class_0": 0.9987824503917418, + "class_1": 0.935767023035083, + "class_2": 0.7328861527118768, + "mean": 0.8891452087129007 + } + }, + { + "dice": { + "class_0": 0.9987184216788111, + "class_1": 0.9341752566081166, + "class_2": 0.7661455942381644, + "mean": 0.899679757508364 + }, + "precision": { + "class_0": 0.9985041055933179, + "class_1": 0.9416965982349252, + "class_2": 0.8079804311226215, + "mean": 0.9160603783169549 + }, + "recall": { + "class_0": 0.9989328297844351, + "class_1": 0.9267731090610151, + "class_2": 0.7284296609357326, + "mean": 0.8847118665937276 + } + }, + { + "dice": { + "class_0": 0.9986942960870155, + "class_1": 0.9317662956116777, + "class_2": 0.7658953917928109, + "mean": 0.8987853278305012 + }, + "precision": { + "class_0": 0.9984644341642528, + "class_1": 0.9393566531893354, + "class_2": 0.8130870058787641, + "mean": 0.9169693644107841 + }, + "recall": { + "class_0": 0.9989242638696615, + "class_1": 0.924297620719595, + "class_2": 0.7238812827312143, + "mean": 0.8823677224401569 + } + }, + { + "dice": { + "class_0": 0.9987106749771377, + "class_1": 0.934396406997644, + "class_2": 0.7648052512168425, + "mean": 0.8993041110638748 + }, + "precision": { + "class_0": 0.9986002583955236, + "class_1": 0.9332125681989463, + "class_2": 0.805510370065039, + "mean": 0.9124410655531697 + }, + "recall": { + "class_0": 0.9988211159792618, + "class_1": 0.935583253158209, + "class_2": 0.7280161720080491, + "mean": 0.8874735137151734 + } + }, + { + "dice": { + "class_0": 0.9986972608934837, + "class_1": 0.9339984984816532, + "class_2": 0.7609601839855279, + "mean": 0.8978853144535549 + }, + "precision": { + "class_0": 0.9985196940629587, + "class_1": 0.9401360246192075, + "class_2": 0.7950540648738733, + "mean": 0.9112365945186799 + }, + "recall": { + "class_0": 0.9988748908886743, + "class_1": 0.9279405882788028, + "class_2": 0.729670127718783, + "mean": 0.8854952022954201 + } + }, + { + "dice": { + "class_0": 0.998702011632168, + "class_1": 0.933904256415594, + "class_2": 0.7619300746592844, + "mean": 0.8981787809023488 + }, + "precision": { + "class_0": 0.9985300244294122, + "class_1": 0.9377261432484658, + "class_2": 0.8035777992925764, + "mean": 0.9132779889901514 + }, + "recall": { + "class_0": 0.9988740580914047, + "class_1": 0.9301133968230186, + "class_2": 0.7243866580872719, + "mean": 0.8844580376672316 + } + }, + { + "dice": { + "class_0": 0.9986924139670064, + "class_1": 0.9332346232772828, + "class_2": 0.7606530494109517, + "mean": 0.8975266955517469 + }, + "precision": { + "class_0": 0.9984919339695054, + "class_1": 0.9399425413385017, + "class_2": 0.8005177402121693, + "mean": 0.9129840718400587 + }, + "recall": { + "class_0": 0.9988929744865299, + "class_1": 0.926621769162413, + "class_2": 0.7245704309440202, + "mean": 0.883361724864321 + } + }, + { + "dice": { + "class_0": 0.998700962401176, + "class_1": 0.9340686261161766, + "class_2": 0.7615094882787671, + "mean": 0.8980930255987065 + }, + "precision": { + "class_0": 0.9985125905340129, + "class_1": 0.9408448850665239, + "class_2": 0.7968569563649301, + "mean": 0.9120714773218223 + }, + "recall": { + "class_0": 0.9988894053553742, + "class_1": 0.9273892786481808, + "class_2": 0.7291647523627255, + "mean": 0.8851478121220935 + } + }, + { + "dice": { + "class_0": 0.998695484403854, + "class_1": 0.9334869114493934, + "class_2": 0.7608811168524204, + "mean": 0.8976878375685561 + }, + "precision": { + "class_0": 0.9985119813921441, + "class_1": 0.9383813778704508, + "class_2": 0.802149113868394, + "mean": 0.9130141577103297 + }, + "recall": { + "class_0": 0.9988790548750226, + "class_1": 0.9286432378080268, + "class_2": 0.7236515666602791, + "mean": 0.8837246197811095 + } + }, + { + "dice": { + "class_0": 0.9986847889384463, + "class_1": 0.9335896141123109, + "class_2": 0.7591850367383357, + "mean": 0.8971531465963644 + }, + "precision": { + "class_0": 0.9985388678979464, + "class_1": 0.9378722754337073, + "class_2": 0.7896277915593567, + "mean": 0.9086796449636702 + }, + "recall": { + "class_0": 0.9988307526333823, + "class_1": 0.9293458873372509, + "class_2": 0.7310024809302076, + "mean": 0.8863930403002801 + } + }, + { + "dice": { + "class_0": 0.9986967515850736, + "class_1": 0.9334051864910982, + "class_2": 0.7617372871130448, + "mean": 0.8979464083964054 + }, + "precision": { + "class_0": 0.9984992981105711, + "class_1": 0.9400883762229141, + "class_2": 0.8006785840846676, + "mean": 0.913088752806051 + }, + "recall": { + "class_0": 0.9988942831679536, + "class_1": 0.9268163490320442, + "class_2": 0.7264081595115023, + "mean": 0.8840395972371667 + } + }, + { + "dice": { + "class_0": 0.9986942325641032, + "class_1": 0.9336014784210601, + "class_2": 0.7603883120931747, + "mean": 0.8975613410261127 + }, + "precision": { + "class_0": 0.9985129262671048, + "class_1": 0.9388781389033497, + "class_2": 0.7992606471828669, + "mean": 0.9122172374511072 + }, + "recall": { + "class_0": 0.9988756047149054, + "class_1": 0.9283837979818518, + "class_2": 0.7251217495142648, + "mean": 0.8841270507370073 + } + }, + { + "dice": { + "class_0": 0.998693097958529, + "class_1": 0.9334275387913077, + "class_2": 0.7609788964536396, + "mean": 0.8976998444011587 + }, + "precision": { + "class_0": 0.9985152944061421, + "class_1": 0.9386258307090125, + "class_2": 0.7989490172260171, + "mean": 0.9120300474470572 + }, + "recall": { + "class_0": 0.9988709648444031, + "class_1": 0.9282865080470362, + "class_2": 0.7264541027256893, + "mean": 0.8845371918723761 + } + }, + { + "dice": { + "class_0": 0.9986948321240027, + "class_1": 0.9337329409775881, + "class_2": 0.7602443247384565, + "mean": 0.8975573659466823 + }, + "precision": { + "class_0": 0.9985098451309159, + "class_1": 0.9396978322739876, + "class_2": 0.7976082349339105, + "mean": 0.9119386374462713 + }, + "recall": { + "class_0": 0.9988798876722923, + "class_1": 0.9278432983439872, + "class_2": 0.7262243866547541, + "mean": 0.8843158575570111 + } + }, + { + "dice": { + "class_0": 0.9986957205956304, + "class_1": 0.9338379224841589, + "class_2": 0.7601886156936914, + "mean": 0.8975740862578269 + }, + "precision": { + "class_0": 0.9985135235580649, + "class_1": 0.9394672063881194, + "class_2": 0.7979292929252629, + "mean": 0.9119700076238159 + }, + "recall": { + "class_0": 0.998877984135676, + "class_1": 0.9282756980542788, + "class_2": 0.7258568409412577, + "mean": 0.8843368410437376 + } + }, + { + "dice": { + "class_0": 0.9986901129938067, + "class_1": 0.9337764554216638, + "class_2": 0.7596836244575506, + "mean": 0.8973833976243403 + }, + "precision": { + "class_0": 0.9985208587225509, + "class_1": 0.9397416246978982, + "class_2": 0.7915152118667952, + "mean": 0.9099258984290813 + }, + "recall": { + "class_0": 0.9988594246536663, + "class_1": 0.9278865383150163, + "class_2": 0.7303133327174018, + "mean": 0.8856864318953614 + } + }, + { + "dice": { + "class_0": 0.9986934041143586, + "class_1": 0.933751094719271, + "class_2": 0.7597230902342201, + "mean": 0.8973891963559498 + }, + "precision": { + "class_0": 0.9985088922965342, + "class_1": 0.939767874738925, + "class_2": 0.7966827989473851, + "mean": 0.9116531886609481 + }, + "recall": { + "class_0": 0.998877984135676, + "class_1": 0.9278108683657152, + "class_2": 0.7260406137980059, + "mean": 0.8842431554331324 + } + } + ], + "beta_value": [ + 3.7266393064783188e-06, + 8.574862476962153e-06, + 1.9730325220734812e-05, + 4.539786823443137e-05, + 0.00010445319639984518, + 0.00024031178327277303, + 0.0005527783650904894, + 0.0012710165465250611, + 0.00291975075379014, + 0.006692850962281227, + 0.015267156064510345, + 0.03444519639015198, + 0.07585817575454712, + 0.15886910259723663, + 0.30294069647789, + 0.5, + 0.6970593929290771, + 0.8411309123039246, + 0.9241418838500977, + 0.9655548334121704, + 0.9847328066825867, + 0.9933071732521057, + 0.9970802664756775, + 0.9987289309501648, + 0.9994471669197083, + 0.9997597336769104, + 0.9998955726623535, + 0.9999545812606812, + 0.9999802112579346, + 0.9999914169311523, + 0.9999963045120239, + 0.9999983310699463, + 0.9999992847442627, + 0.9999996423721313, + 0.9999998807907104, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0 + ] +} \ No newline at end of file diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/models/standard_3class/fold_2/history_with_analysis.json b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/models/standard_3class/fold_2/history_with_analysis.json new file mode 100644 index 0000000000000000000000000000000000000000..bcaf152afbbfb3091ee2a46be5175c44eb1e8629 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/models/standard_3class/fold_2/history_with_analysis.json @@ -0,0 +1,1682 @@ +{ + "train_loss": [ + 0.076746366918087, + 0.033313535153865814, + 0.029455319046974182, + 0.024674125015735626, + 0.02314099483191967, + 0.019201306626200676, + 0.016660312190651894, + 0.01525411568582058, + 0.015107729472219944, + 0.016380898654460907, + 0.023955391719937325, + 0.043069902807474136, + 0.06261191517114639, + 0.10268884897232056, + 0.15404269099235535, + 0.19337327778339386, + 0.21255652606487274, + 0.2111561894416809, + 0.20965951681137085, + 0.19861631095409393, + 0.1917867362499237, + 0.1866575926542282, + 0.17156583070755005, + 0.1704922914505005, + 0.16409139335155487, + 0.1506587266921997, + 0.1477314531803131, + 0.1512787640094757, + 0.14149174094200134, + 0.13868416845798492, + 0.13045261800289154, + 0.1302095353603363, + 0.12358488142490387, + 0.1188303530216217, + 0.11753929406404495, + 0.11372341215610504, + 0.11001584678888321, + 0.11170734465122223, + 0.10364802926778793, + 0.10300367325544357, + 0.10141891986131668, + 0.10186383873224258, + 0.10107959806919098, + 0.10002636164426804, + 0.09487490355968475, + 0.09561122208833694, + 0.09252384305000305, + 0.09534180164337158, + 0.09176149219274521, + 0.09012296795845032, + 0.09236714243888855, + 0.09265584498643875, + 0.09524595737457275, + 0.09039640426635742, + 0.09078995883464813, + 0.08960489928722382, + 0.08967746049165726, + 0.0893993079662323, + 0.09443578124046326, + 0.08825694024562836 + ], + "wce_loss": [ + 0.07674320042133331, + 0.0333062969148159, + 0.02943875640630722, + 0.02463647909462452, + 0.023055875673890114, + 0.019008981063961983, + 0.016234688460826874, + 0.014300113543868065, + 0.012976321391761303, + 0.011685257777571678, + 0.013005253858864307, + 0.01903785578906536, + 0.016409313306212425, + 0.024483289569616318, + 0.045217499136924744, + 0.0661519318819046, + 0.0880049392580986, + 0.10804753005504608, + 0.12724386155605316, + 0.14325973391532898, + 0.15014520287513733, + 0.16404251754283905, + 0.1659814417362213, + 0.17366710305213928, + 0.17855732142925262, + 0.17286834120750427, + 0.1664019674062729, + 0.1724558174610138, + 0.16249418258666992, + 0.16138462722301483, + 0.15795789659023285, + 0.1600656658411026, + 0.15598125755786896, + 0.14967766404151917, + 0.14356762170791626, + 0.14523056149482727, + 0.14437025785446167, + 0.1404190957546234, + 0.1384323090314865, + 0.13715218007564545, + 0.13342012465000153, + 0.13698196411132812, + 0.13262730836868286, + 0.1292797327041626, + 0.1292271614074707, + 0.1291612982749939, + 0.1276806741952896, + 0.12771490216255188, + 0.12705954909324646, + 0.1262129247188568, + 0.12563395500183105, + 0.12625505030155182, + 0.12717948853969574, + 0.12479183822870255, + 0.1259276419878006, + 0.12442793697118759, + 0.12360755354166031, + 0.12446998059749603, + 0.12408360838890076, + 0.12199197709560394 + ], + "ufd_loss": [ + 0.9275969862937927, + 0.8774717450141907, + 0.868777871131897, + 0.853859543800354, + 0.8379780650138855, + 0.819320023059845, + 0.7862015962600708, + 0.7648840546607971, + 0.7429723739624023, + 0.7132753729820251, + 0.7302402257919312, + 0.7167271971702576, + 0.6254748702049255, + 0.5167474150657654, + 0.40444687008857727, + 0.3205946087837219, + 0.2666863799095154, + 0.23063088953495026, + 0.2164245992898941, + 0.20059113204479218, + 0.19243234395980835, + 0.1868099719285965, + 0.1715821921825409, + 0.17048823833465576, + 0.16408337652683258, + 0.1506533920764923, + 0.14772948622703552, + 0.1512777954339981, + 0.14149132370948792, + 0.1386839747428894, + 0.13045252859592438, + 0.13020947575569153, + 0.12358485907316208, + 0.1188303530216217, + 0.11753929406404495, + 0.11372341215610504, + 0.11001584678888321, + 0.11170734465122223, + 0.10364802926778793, + 0.10300367325544357, + 0.10141891986131668, + 0.10186383873224258, + 0.10107959806919098, + 0.10002636164426804, + 0.09487490355968475, + 0.09561122208833694, + 0.09252384305000305, + 0.09534180164337158, + 0.09176149219274521, + 0.09012296795845032, + 0.09236714243888855, + 0.09265584498643875, + 0.09524595737457275, + 0.09039640426635742, + 0.09078995883464813, + 0.08960489928722382, + 0.08967746049165726, + 0.0893993079662323, + 0.09443578124046326, + 0.08825694024562836 + ], + "val_loss": [ + 0.033791057765483856, + 0.02867736853659153, + 0.029486214742064476, + 0.024709507822990417, + 0.02762102708220482, + 0.020902324467897415, + 0.01740104705095291, + 0.016433218494057655, + 0.019032686948776245, + 0.02165514975786209, + 0.024761710315942764, + 0.043022602796554565, + 0.06426942348480225, + 0.1112525463104248, + 0.19259503483772278, + 0.23865637183189392, + 0.2653846740722656, + 0.30276599526405334, + 0.3011512756347656, + 0.29327473044395447, + 0.28571802377700806, + 0.2952546775341034, + 0.33090344071388245, + 0.29746562242507935, + 0.2911392152309418, + 0.30038079619407654, + 0.3098033666610718, + 0.27995219826698303, + 0.28787317872047424, + 0.2797676622867584, + 0.28098857402801514, + 0.27806562185287476, + 0.27753907442092896, + 0.28045904636383057, + 0.2804500162601471, + 0.27736401557922363, + 0.29031988978385925, + 0.28579020500183105, + 0.2868357002735138, + 0.2814160883426666, + 0.281249076128006, + 0.28366997838020325, + 0.2737065255641937, + 0.2802354395389557, + 0.27492910623550415, + 0.27447080612182617, + 0.2755146324634552, + 0.2795337438583374, + 0.27871423959732056, + 0.28002312779426575, + 0.2785889506340027, + 0.28101322054862976, + 0.28377729654312134, + 0.28070834279060364, + 0.2821921110153198, + 0.2820156514644623, + 0.28220275044441223, + 0.28238263726234436, + 0.283086895942688, + 0.2826939523220062 + ], + "val_loss_wce": [ + 0.0337878093123436, + 0.02866995520889759, + 0.029468970373272896, + 0.024670502170920372, + 0.027529701590538025, + 0.02070387452840805, + 0.01697191409766674, + 0.015423794277012348, + 0.016658581793308258, + 0.01629413664340973, + 0.012734095565974712, + 0.01540171168744564, + 0.013164814561605453, + 0.020874900743365288, + 0.05604541674256325, + 0.07829059660434723, + 0.06619051098823547, + 0.09477635473012924, + 0.17639444768428802, + 0.13665422797203064, + 0.20597004890441895, + 0.1972624510526657, + 0.14454947412014008, + 0.20356523990631104, + 0.19464176893234253, + 0.23060914874076843, + 0.27149972319602966, + 0.2650819718837738, + 0.20839087665081024, + 0.19464832544326782, + 0.23580105602741241, + 0.2504385709762573, + 0.22029539942741394, + 0.20779959857463837, + 0.24291712045669556, + 0.23067352175712585, + 0.23672620952129364, + 0.23515014350414276, + 0.2251725047826767, + 0.24614675343036652, + 0.24823006987571716, + 0.24325963854789734, + 0.23822236061096191, + 0.23737190663814545, + 0.2506409287452698, + 0.2602583169937134, + 0.2419583797454834, + 0.2510901987552643, + 0.2510091960430145, + 0.2556230127811432, + 0.2511971592903137, + 0.25539541244506836, + 0.24919353425502777, + 0.2557537853717804, + 0.2544674575328827, + 0.25379782915115356, + 0.2542106807231903, + 0.2542627453804016, + 0.25172320008277893, + 0.2547147572040558 + ], + "val_loss_ufd": [ + 0.9060908555984497, + 0.8928956389427185, + 0.9034981727600098, + 0.8838777542114258, + 0.9018374085426331, + 0.8465238809585571, + 0.7932913303375244, + 0.8096109628677368, + 0.8297775387763977, + 0.8172999024391174, + 0.800544023513794, + 0.8172810077667236, + 0.6868510842323303, + 0.589756190776825, + 0.506792426109314, + 0.3990221321582794, + 0.35195404291152954, + 0.34205013513565063, + 0.3113918900489807, + 0.2988619804382324, + 0.286954402923584, + 0.2959149479866028, + 0.33144915103912354, + 0.29758507013320923, + 0.29119256138801575, + 0.3003975450992584, + 0.30980733036994934, + 0.27995288372039795, + 0.2878747582435608, + 0.2797684073448181, + 0.28098875284194946, + 0.27806568145751953, + 0.27753910422325134, + 0.28045907616615295, + 0.2804500162601471, + 0.27736401557922363, + 0.29031988978385925, + 0.28579020500183105, + 0.2868357002735138, + 0.2814160883426666, + 0.281249076128006, + 0.28366997838020325, + 0.2737065255641937, + 0.2802354395389557, + 0.27492910623550415, + 0.27447080612182617, + 0.2755146324634552, + 0.2795337438583374, + 0.27871423959732056, + 0.28002312779426575, + 0.2785889506340027, + 0.28101322054862976, + 0.28377729654312134, + 0.28070834279060364, + 0.2821921110153198, + 0.2820156514644623, + 0.28220275044441223, + 0.28238263726234436, + 0.283086895942688, + 0.2826939523220062 + ], + "val_metrics": [ + { + "dice": { + "class_0": 0.9019811960538655, + "class_1": 0.3388567546982754, + "class_2": 0.03471078254114647, + "mean": 0.4251829110977625 + }, + "precision": { + "class_0": 0.9999869657590346, + "class_1": 0.20489766545061489, + "class_2": 0.017677460938897264, + "mean": 0.4075206973828489 + }, + "recall": { + "class_0": 0.8214712267948379, + "class_1": 0.9787475542380806, + "class_2": 0.9525866029543665, + "mean": 0.9176017946624283 + } + }, + { + "dice": { + "class_0": 0.9011906809949569, + "class_1": 0.36677736297534563, + "class_2": 0.034032159772741516, + "mean": 0.43400006791434803 + }, + "precision": { + "class_0": 0.9999979691711333, + "class_1": 0.22556433969763684, + "class_2": 0.0173187448261533, + "mean": 0.4142936845649745 + }, + "recall": { + "class_0": 0.8201533846011165, + "class_1": 0.9808014528619663, + "class_2": 0.973674538266224, + "mean": 0.9248764585764356 + } + }, + { + "dice": { + "class_0": 0.9022245899125709, + "class_1": 0.28371834165532145, + "class_2": 0.039342568600394756, + "mean": 0.4084285000560957 + }, + "precision": { + "class_0": 0.9999971048718059, + "class_1": 0.16592220156297957, + "class_2": 0.02007287802544446, + "mean": 0.39533072815340997 + }, + "recall": { + "class_0": 0.8218682331503897, + "class_1": 0.9781638146291868, + "class_2": 0.9832307268171311, + "mean": 0.9277542581989026 + } + }, + { + "dice": { + "class_0": 0.9275928621117548, + "class_1": 0.3857752129820904, + "class_2": 0.047442289727509884, + "mean": 0.45360345494045173 + }, + "precision": { + "class_0": 0.9999786814343214, + "class_1": 0.2395618078043203, + "class_2": 0.024316852885114024, + "mean": 0.4212857807079186 + }, + "recall": { + "class_0": 0.8649792924958795, + "class_1": 0.9900223766839374, + "class_2": 0.9682991822063387, + "mean": 0.9411002837953854 + } + }, + { + "dice": { + "class_0": 0.9447975335499444, + "class_1": 0.3578414606418763, + "class_2": 0.07052294244234066, + "mean": 0.4577206455447205 + }, + "precision": { + "class_0": 0.9998724722945928, + "class_1": 0.2189679117730502, + "class_2": 0.0365879372146095, + "mean": 0.4184761070940841 + }, + "recall": { + "class_0": 0.8954731162928707, + "class_1": 0.9782935345422743, + "class_2": 0.9726178443399218, + "mean": 0.9487948317250222 + } + }, + { + "dice": { + "class_0": 0.9563667741665081, + "class_1": 0.4630930239012795, + "class_2": 0.07813198592477918, + "mean": 0.49919726133085557 + }, + "precision": { + "class_0": 0.9999607952234433, + "class_1": 0.3020648831588557, + "class_2": 0.04072419367733819, + "mean": 0.44758329068654573 + }, + "recall": { + "class_0": 0.9164149933489131, + "class_1": 0.9918276454744054, + "class_2": 0.9594321418682374, + "mean": 0.955891593563852 + } + }, + { + "dice": { + "class_0": 0.97172577081996, + "class_1": 0.6265493483276491, + "class_2": 0.10693465631173837, + "mean": 0.5684032584864492 + }, + "precision": { + "class_0": 0.9998723747459956, + "class_1": 0.4614362110039666, + "class_2": 0.05653839861086895, + "mean": 0.5059489947869437 + }, + "recall": { + "class_0": 0.945120444494824, + "class_1": 0.975666706302252, + "class_2": 0.9843333639576204, + "mean": 0.9683735049182322 + } + }, + { + "dice": { + "class_0": 0.9604998115281397, + "class_1": 0.5764113277475148, + "class_2": 0.0781403307575243, + "mean": 0.5383504900110596 + }, + "precision": { + "class_0": 0.9999893134455139, + "class_1": 0.40652459481990727, + "class_2": 0.040682058990209866, + "mean": 0.48239865575187707 + }, + "recall": { + "class_0": 0.9240106993034254, + "class_1": 0.9902277665463259, + "class_2": 0.9860792060967285, + "mean": 0.9667725573154934 + } + }, + { + "dice": { + "class_0": 0.9513327519503095, + "class_1": 0.5415565466764111, + "class_2": 0.06424035865345955, + "mean": 0.5190432190933933 + }, + "precision": { + "class_0": 0.9999935740511137, + "class_1": 0.3728594599439352, + "class_2": 0.03319747598097999, + "mean": 0.4686835033253429 + }, + "recall": { + "class_0": 0.9071879565141711, + "class_1": 0.9890386673430237, + "class_2": 0.9898006064458797, + "mean": 0.9620090767676915 + } + }, + { + "dice": { + "class_0": 0.9572927535300602, + "class_1": 0.5578988842631472, + "class_2": 0.07294445482811872, + "mean": 0.529378697540442 + }, + "precision": { + "class_0": 0.9999225189478618, + "class_1": 0.3888037462748451, + "class_2": 0.03787290653604713, + "mean": 0.47553305725291795 + }, + "recall": { + "class_0": 0.9181492341774655, + "class_1": 0.9872766385235849, + "class_2": 0.9861710925251026, + "mean": 0.9638656550753844 + } + }, + { + "dice": { + "class_0": 0.9692809281766867, + "class_1": 0.5337014354232639, + "class_2": 0.11147238580334384, + "mean": 0.5381515831344315 + }, + "precision": { + "class_0": 0.999986590071504, + "class_1": 0.3652481704107347, + "class_2": 0.05906708437094253, + "mean": 0.4747672816177271 + }, + "recall": { + "class_0": 0.9404047894408808, + "class_1": 0.9905412563362874, + "class_2": 0.9883763668060811, + "mean": 0.9731074708610832 + } + }, + { + "dice": { + "class_0": 0.9684330069805057, + "class_1": 0.4690075048398456, + "class_2": 0.1208066227976733, + "mean": 0.5194157115393415 + }, + "precision": { + "class_0": 0.9999542556153007, + "class_1": 0.30768244715650694, + "class_2": 0.06436863424004043, + "mean": 0.4573351123372827 + }, + "recall": { + "class_0": 0.9388382977766461, + "class_1": 0.9859794393927097, + "class_2": 0.9805200771800949, + "mean": 0.9684459381164836 + } + }, + { + "dice": { + "class_0": 0.9859712360609338, + "class_1": 0.576831366110107, + "class_2": 0.2942958317332265, + "mean": 0.6190328113014224 + }, + "precision": { + "class_0": 0.9999170558192194, + "class_1": 0.4061374867629694, + "class_2": 0.17409227041745962, + "mean": 0.5267156043332162 + }, + "recall": { + "class_0": 0.9724090695429624, + "class_1": 0.9950274033305642, + "class_2": 0.9507488743868844, + "mean": 0.9727284490868037 + } + }, + { + "dice": { + "class_0": 0.9935411853333809, + "class_1": 0.8561969611538284, + "class_2": 0.34182618334601045, + "mean": 0.7305214432777399 + }, + "precision": { + "class_0": 0.9995135785042034, + "class_1": 0.772446654956461, + "class_2": 0.2084443099271505, + "mean": 0.6601348477959383 + }, + "recall": { + "class_0": 0.9876397418946995, + "class_1": 0.9603165165868958, + "class_2": 0.9492327483187115, + "mean": 0.9657296689334357 + } + }, + { + "dice": { + "class_0": 0.9959910576216882, + "class_1": 0.8433138740524937, + "class_2": 0.4963666702544725, + "mean": 0.7785572006428848 + }, + "precision": { + "class_0": 0.9987937833782226, + "class_1": 0.7802754486606536, + "class_2": 0.35098770600930423, + "mean": 0.7100189793493934 + }, + "recall": { + "class_0": 0.9932040173664286, + "class_1": 0.9174332753187138, + "class_2": 0.847330699251827, + "mean": 0.9193226639789898 + } + }, + { + "dice": { + "class_0": 0.9977547645009546, + "class_1": 0.8860493084782091, + "class_2": 0.6619436717649037, + "mean": 0.8485825815813558 + }, + "precision": { + "class_0": 0.998767580427048, + "class_1": 0.8258526150590587, + "class_2": 0.6280412371108122, + "mean": 0.8175538108656397 + }, + "recall": { + "class_0": 0.9967440006176858, + "class_1": 0.9557114596722889, + "class_2": 0.6997151520688242, + "mean": 0.8840568707862663 + } + }, + { + "dice": { + "class_0": 0.9981361588750356, + "class_1": 0.9055267056605515, + "class_2": 0.7185571108724739, + "mean": 0.8740733251360203 + }, + "precision": { + "class_0": 0.9989877356800648, + "class_1": 0.8611306111297715, + "class_2": 0.6597379644190274, + "mean": 0.8399521037429546 + }, + "recall": { + "class_0": 0.9972860326691974, + "class_1": 0.9547493703168898, + "class_2": 0.788890930805895, + "mean": 0.913642111263994 + } + }, + { + "dice": { + "class_0": 0.9981608424296247, + "class_1": 0.9068257570567013, + "class_2": 0.711097925362455, + "mean": 0.8720281749495937 + }, + "precision": { + "class_0": 0.9986693821290743, + "class_1": 0.8840215181807239, + "class_2": 0.6599535853335171, + "mean": 0.8475481618811052 + }, + "recall": { + "class_0": 0.9976528203809643, + "class_1": 0.9308376663377573, + "class_2": 0.770835247630383, + "mean": 0.8997752447830348 + } + }, + { + "dice": { + "class_0": 0.9984635949903148, + "class_1": 0.9154709695209403, + "class_2": 0.7291366815626869, + "mean": 0.8810237486913141 + }, + "precision": { + "class_0": 0.9980085759368482, + "class_1": 0.9347512617148807, + "class_2": 0.8094410494993023, + "mean": 0.9140669623836771 + }, + "recall": { + "class_0": 0.9989190291439665, + "class_1": 0.8969699590291578, + "class_2": 0.6633281264326779, + "mean": 0.8530723715352674 + } + }, + { + "dice": { + "class_0": 0.9984646458588159, + "class_1": 0.9196924006418462, + "class_2": 0.7510141183385433, + "mean": 0.8897237216130685 + }, + "precision": { + "class_0": 0.9987182690346987, + "class_1": 0.9021314202527531, + "class_2": 0.7410223156355216, + "mean": 0.8806240016409911 + }, + "recall": { + "class_0": 0.9982111514647536, + "class_1": 0.9379506415720562, + "class_2": 0.7612790590794759, + "mean": 0.8991469507054286 + } + }, + { + "dice": { + "class_0": 0.9985469743636888, + "class_1": 0.9195690138055512, + "class_2": 0.7488984578391025, + "mean": 0.8890048153361141 + }, + "precision": { + "class_0": 0.998160704191602, + "class_1": 0.9345552368078688, + "class_2": 0.8228077896312971, + "mean": 0.9185079102102559 + }, + "recall": { + "class_0": 0.9989335436106662, + "class_1": 0.9050558336116131, + "class_2": 0.6871726545957586, + "mean": 0.8637206772726792 + } + }, + { + "dice": { + "class_0": 0.9985430093562685, + "class_1": 0.9206163954262462, + "class_2": 0.7539218325524243, + "mean": 0.8910270791116464 + }, + "precision": { + "class_0": 0.9983880858456858, + "class_1": 0.920308094501485, + "class_2": 0.8066509557433534, + "mean": 0.908449045363508 + }, + "recall": { + "class_0": 0.9986979809543903, + "class_1": 0.9209249029793195, + "class_2": 0.7076633281231844, + "mean": 0.8757620706856314 + } + }, + { + "dice": { + "class_0": 0.9983346434630024, + "class_1": 0.920837239678861, + "class_2": 0.7181142493083073, + "mean": 0.8790953774833902 + }, + "precision": { + "class_0": 0.9988343457384249, + "class_1": 0.8979097118782826, + "class_2": 0.6676670352208669, + "mean": 0.8548036976125247 + }, + "recall": { + "class_0": 0.9978354409250974, + "class_1": 0.9449663268715395, + "class_2": 0.7768078654746999, + "mean": 0.906536544423779 + } + }, + { + "dice": { + "class_0": 0.9986066852818576, + "class_1": 0.9310822273903784, + "class_2": 0.7422265862422448, + "mean": 0.8906384996381602 + }, + "precision": { + "class_0": 0.9984257510357908, + "class_1": 0.942893879269167, + "class_2": 0.7556169078410337, + "mean": 0.898978846048664 + }, + "recall": { + "class_0": 0.9987876851174369, + "class_1": 0.9195628438919006, + "class_2": 0.7293025820052866, + "mean": 0.8825510370048747 + } + }, + { + "dice": { + "class_0": 0.9985516876327603, + "class_1": 0.9244406600179444, + "class_2": 0.756135108211636, + "mean": 0.8930424852874469 + }, + "precision": { + "class_0": 0.9984823781959095, + "class_1": 0.9336493936042628, + "class_2": 0.7453360706920229, + "mean": 0.8924892808307318 + }, + "recall": { + "class_0": 0.9986210066924659, + "class_1": 0.9154118066731, + "class_2": 0.7672516769237928, + "mean": 0.8937614967631196 + } + }, + { + "dice": { + "class_0": 0.9985217314983874, + "class_1": 0.9199686502821922, + "class_2": 0.7549248137466179, + "mean": 0.8911383985090658 + }, + "precision": { + "class_0": 0.9981562289538153, + "class_1": 0.9540656967349558, + "class_2": 0.7510458348456209, + "mean": 0.9010892535114641 + }, + "recall": { + "class_0": 0.9988875018187579, + "class_1": 0.8882246748885076, + "class_2": 0.758844068727562, + "mean": 0.8819854151449426 + } + }, + { + "dice": { + "class_0": 0.9986134787233002, + "class_1": 0.9261039819082189, + "class_2": 0.739185750634173, + "mean": 0.887967737088564 + }, + "precision": { + "class_0": 0.9983373479707155, + "class_1": 0.9204035874429635, + "class_2": 0.8735747400020449, + "mean": 0.9307718918052413 + }, + "recall": { + "class_0": 0.9988897622684897, + "class_1": 0.9318754256424574, + "class_2": 0.6406321786242735, + "mean": 0.8571324555117402 + } + }, + { + "dice": { + "class_0": 0.9986521468483154, + "class_1": 0.926522081376224, + "class_2": 0.7589407730171494, + "mean": 0.8947050004138962 + }, + "precision": { + "class_0": 0.9983221901410717, + "class_1": 0.9306091735905575, + "class_2": 0.8648410413065473, + "mean": 0.9312574683460588 + }, + "recall": { + "class_0": 0.9989823217364607, + "class_1": 0.9224707319436124, + "class_2": 0.6761462831908658, + "mean": 0.8658664456236463 + } + }, + { + "dice": { + "class_0": 0.9986235391867242, + "class_1": 0.9310243289937102, + "class_2": 0.7545050105586786, + "mean": 0.8947176262463709 + }, + "precision": { + "class_0": 0.9983831296578399, + "class_1": 0.9577522747005649, + "class_2": 0.7383465259422236, + "mean": 0.8981606434335427 + }, + "recall": { + "class_0": 0.9988640645241688, + "class_1": 0.9057476731480799, + "class_2": 0.7713865662006276, + "mean": 0.891999434624292 + } + }, + { + "dice": { + "class_0": 0.9986656901673386, + "class_1": 0.933008419706303, + "class_2": 0.76195899772036, + "mean": 0.8978777025313338 + }, + "precision": { + "class_0": 0.9985692926039159, + "class_1": 0.9432696981738662, + "class_2": 0.7556248305739783, + "mean": 0.8991546071172536 + }, + "recall": { + "class_0": 0.9987621063441544, + "class_1": 0.9229679916104478, + "class_2": 0.7684002572784692, + "mean": 0.8967101184110238 + } + }, + { + "dice": { + "class_0": 0.9986053551127719, + "class_1": 0.9260639067713057, + "class_2": 0.7597379046863808, + "mean": 0.8948023888568195 + }, + "precision": { + "class_0": 0.998567696731422, + "class_1": 0.918486697997875, + "class_2": 0.8018680140825709, + "mean": 0.906307469603956 + }, + "recall": { + "class_0": 0.9986430163345926, + "class_1": 0.9337671743749838, + "class_2": 0.721813838092797, + "mean": 0.8847413429341245 + } + }, + { + "dice": { + "class_0": 0.9986084544198742, + "class_1": 0.9230104907681662, + "class_2": 0.7696575927137208, + "mean": 0.897092179300587 + }, + "precision": { + "class_0": 0.9982677746884788, + "class_1": 0.9459422657941335, + "class_2": 0.7953053023581529, + "mean": 0.9131717809469219 + }, + "recall": { + "class_0": 0.9989493667587899, + "class_1": 0.9011642362189876, + "class_2": 0.7456124230416906, + "mean": 0.8819086753398228 + } + }, + { + "dice": { + "class_0": 0.9987138939892684, + "class_1": 0.9353705884913976, + "class_2": 0.7645173453978966, + "mean": 0.8995339426261876 + }, + "precision": { + "class_0": 0.9985517600391025, + "class_1": 0.943759146977845, + "class_2": 0.784864027868069, + "mean": 0.9090583116283387 + }, + "recall": { + "class_0": 0.9988760805990595, + "class_1": 0.9271298388220057, + "class_2": 0.7451989341140072, + "mean": 0.8904016178450241 + } + }, + { + "dice": { + "class_0": 0.9987121673507865, + "class_1": 0.9378331718769447, + "class_2": 0.7557724798180125, + "mean": 0.897439273015248 + }, + "precision": { + "class_0": 0.9986436782702912, + "class_1": 0.9390376070218499, + "class_2": 0.77237410071572, + "mean": 0.9033517953359537 + }, + "recall": { + "class_0": 0.998780665826164, + "class_1": 0.9366318224556665, + "class_2": 0.739869521268309, + "mean": 0.8917606698500465 + } + }, + { + "dice": { + "class_0": 0.9986976792427568, + "class_1": 0.9324312555785131, + "class_2": 0.7638286466183444, + "mean": 0.8983191938132048 + }, + "precision": { + "class_0": 0.9984729803378113, + "class_1": 0.9390245239363945, + "class_2": 0.8132523868783039, + "mean": 0.9169166303841699 + }, + "recall": { + "class_0": 0.9989224793040836, + "class_1": 0.9259299296259462, + "class_2": 0.7200679959536889, + "mean": 0.8816401349612395 + } + }, + { + "dice": { + "class_0": 0.9987176184076713, + "class_1": 0.9342240045327603, + "class_2": 0.7672727272708917, + "mean": 0.9000714500704411 + }, + "precision": { + "class_0": 0.9985267501056236, + "class_1": 0.9418291678100063, + "class_2": 0.8004392532654465, + "mean": 0.9135983903936923 + }, + "recall": { + "class_0": 0.9989085596925764, + "class_1": 0.9267406790827432, + "class_2": 0.7367453827035894, + "mean": 0.8874648738263029 + } + }, + { + "dice": { + "class_0": 0.9986736291421818, + "class_1": 0.9351823184008043, + "class_2": 0.7510184858100765, + "mean": 0.8949581444510208 + }, + "precision": { + "class_0": 0.9985560317373162, + "class_1": 0.9398432211706663, + "class_2": 0.7703753804494402, + "mean": 0.9029248777858075 + }, + "recall": { + "class_0": 0.9987912542485925, + "class_1": 0.930567416518825, + "class_2": 0.7326104934267545, + "mean": 0.8873230547313907 + } + }, + { + "dice": { + "class_0": 0.9986841436935963, + "class_1": 0.9353461670559661, + "class_2": 0.7541068365003076, + "mean": 0.8960457157499567 + }, + "precision": { + "class_0": 0.9985313949999042, + "class_1": 0.9435302916967931, + "class_2": 0.7719028145259952, + "mean": 0.9046548337408975 + }, + "recall": { + "class_0": 0.9988369391273855, + "class_1": 0.9273027987061224, + "class_2": 0.7371129284170858, + "mean": 0.8877508887501979 + } + }, + { + "dice": { + "class_0": 0.9986903502043227, + "class_1": 0.9354891092533801, + "class_2": 0.7571078892846048, + "mean": 0.8970957829141026 + }, + "precision": { + "class_0": 0.9986123008007403, + "class_1": 0.9368583106552285, + "class_2": 0.7761799054107895, + "mean": 0.9038835056222528 + }, + "recall": { + "class_0": 0.9987684118091961, + "class_1": 0.9341239041359745, + "class_2": 0.7389506569845679, + "mean": 0.8906143243099128 + } + }, + { + "dice": { + "class_0": 0.9986847878954275, + "class_1": 0.9330072124284025, + "class_2": 0.759827627482021, + "mean": 0.897173209268617 + }, + "precision": { + "class_0": 0.9984945194872137, + "class_1": 0.9403942239049685, + "class_2": 0.793291341727688, + "mean": 0.9107266950399567 + }, + "recall": { + "class_0": 0.9988751288307514, + "class_1": 0.9257353497563149, + "class_2": 0.7290728659343514, + "mean": 0.8845611148404725 + } + }, + { + "dice": { + "class_0": 0.998695773632116, + "class_1": 0.933904562036343, + "class_2": 0.7600768676417005, + "mean": 0.8975590677700532 + }, + "precision": { + "class_0": 0.9985185038946686, + "class_1": 0.9394360343006876, + "class_2": 0.7964659685823778, + "mean": 0.9114735022592447 + }, + "recall": { + "class_0": 0.9988731063230964, + "class_1": 0.9284378479456382, + "class_2": 0.7268675916533728, + "mean": 0.8847261819740359 + } + }, + { + "dice": { + "class_0": 0.9986638956458664, + "class_1": 0.9325140041178723, + "class_2": 0.757225023075677, + "mean": 0.8961343076131385 + }, + "precision": { + "class_0": 0.9985306240708492, + "class_1": 0.937408515936319, + "class_2": 0.7809402919456088, + "mean": 0.9056264773175924 + }, + "recall": { + "class_0": 0.9987972028005188, + "class_1": 0.9276703384598705, + "class_2": 0.7349076541361071, + "mean": 0.8871250651321655 + } + }, + { + "dice": { + "class_0": 0.9987091369454439, + "class_1": 0.9346741234669097, + "class_2": 0.7640123695381619, + "mean": 0.8991318766501718 + }, + "precision": { + "class_0": 0.9986382129947525, + "class_1": 0.9299433940045478, + "class_2": 0.8056659533231139, + "mean": 0.9114158534408047 + }, + "recall": { + "class_0": 0.9987800709709713, + "class_1": 0.9394532305653199, + "class_2": 0.7264541027256893, + "mean": 0.8882291347539936 + } + }, + { + "dice": { + "class_0": 0.9986987443599754, + "class_1": 0.9348474049110483, + "class_2": 0.7606876326249715, + "mean": 0.8980779272986651 + }, + "precision": { + "class_0": 0.9986150523575037, + "class_1": 0.9339295925072728, + "class_2": 0.7906815365512233, + "mean": 0.907742060472 + }, + "recall": { + "class_0": 0.9987824503917418, + "class_1": 0.935767023035083, + "class_2": 0.7328861527118768, + "mean": 0.8891452087129007 + } + }, + { + "dice": { + "class_0": 0.9987184216788111, + "class_1": 0.9341752566081166, + "class_2": 0.7661455942381644, + "mean": 0.899679757508364 + }, + "precision": { + "class_0": 0.9985041055933179, + "class_1": 0.9416965982349252, + "class_2": 0.8079804311226215, + "mean": 0.9160603783169549 + }, + "recall": { + "class_0": 0.9989328297844351, + "class_1": 0.9267731090610151, + "class_2": 0.7284296609357326, + "mean": 0.8847118665937276 + } + }, + { + "dice": { + "class_0": 0.9986942960870155, + "class_1": 0.9317662956116777, + "class_2": 0.7658953917928109, + "mean": 0.8987853278305012 + }, + "precision": { + "class_0": 0.9984644341642528, + "class_1": 0.9393566531893354, + "class_2": 0.8130870058787641, + "mean": 0.9169693644107841 + }, + "recall": { + "class_0": 0.9989242638696615, + "class_1": 0.924297620719595, + "class_2": 0.7238812827312143, + "mean": 0.8823677224401569 + } + }, + { + "dice": { + "class_0": 0.9987106749771377, + "class_1": 0.934396406997644, + "class_2": 0.7648052512168425, + "mean": 0.8993041110638748 + }, + "precision": { + "class_0": 0.9986002583955236, + "class_1": 0.9332125681989463, + "class_2": 0.805510370065039, + "mean": 0.9124410655531697 + }, + "recall": { + "class_0": 0.9988211159792618, + "class_1": 0.935583253158209, + "class_2": 0.7280161720080491, + "mean": 0.8874735137151734 + } + }, + { + "dice": { + "class_0": 0.9986972608934837, + "class_1": 0.9339984984816532, + "class_2": 0.7609601839855279, + "mean": 0.8978853144535549 + }, + "precision": { + "class_0": 0.9985196940629587, + "class_1": 0.9401360246192075, + "class_2": 0.7950540648738733, + "mean": 0.9112365945186799 + }, + "recall": { + "class_0": 0.9988748908886743, + "class_1": 0.9279405882788028, + "class_2": 0.729670127718783, + "mean": 0.8854952022954201 + } + }, + { + "dice": { + "class_0": 0.998702011632168, + "class_1": 0.933904256415594, + "class_2": 0.7619300746592844, + "mean": 0.8981787809023488 + }, + "precision": { + "class_0": 0.9985300244294122, + "class_1": 0.9377261432484658, + "class_2": 0.8035777992925764, + "mean": 0.9132779889901514 + }, + "recall": { + "class_0": 0.9988740580914047, + "class_1": 0.9301133968230186, + "class_2": 0.7243866580872719, + "mean": 0.8844580376672316 + } + }, + { + "dice": { + "class_0": 0.9986924139670064, + "class_1": 0.9332346232772828, + "class_2": 0.7606530494109517, + "mean": 0.8975266955517469 + }, + "precision": { + "class_0": 0.9984919339695054, + "class_1": 0.9399425413385017, + "class_2": 0.8005177402121693, + "mean": 0.9129840718400587 + }, + "recall": { + "class_0": 0.9988929744865299, + "class_1": 0.926621769162413, + "class_2": 0.7245704309440202, + "mean": 0.883361724864321 + } + }, + { + "dice": { + "class_0": 0.998700962401176, + "class_1": 0.9340686261161766, + "class_2": 0.7615094882787671, + "mean": 0.8980930255987065 + }, + "precision": { + "class_0": 0.9985125905340129, + "class_1": 0.9408448850665239, + "class_2": 0.7968569563649301, + "mean": 0.9120714773218223 + }, + "recall": { + "class_0": 0.9988894053553742, + "class_1": 0.9273892786481808, + "class_2": 0.7291647523627255, + "mean": 0.8851478121220935 + } + }, + { + "dice": { + "class_0": 0.998695484403854, + "class_1": 0.9334869114493934, + "class_2": 0.7608811168524204, + "mean": 0.8976878375685561 + }, + "precision": { + "class_0": 0.9985119813921441, + "class_1": 0.9383813778704508, + "class_2": 0.802149113868394, + "mean": 0.9130141577103297 + }, + "recall": { + "class_0": 0.9988790548750226, + "class_1": 0.9286432378080268, + "class_2": 0.7236515666602791, + "mean": 0.8837246197811095 + } + }, + { + "dice": { + "class_0": 0.9986847889384463, + "class_1": 0.9335896141123109, + "class_2": 0.7591850367383357, + "mean": 0.8971531465963644 + }, + "precision": { + "class_0": 0.9985388678979464, + "class_1": 0.9378722754337073, + "class_2": 0.7896277915593567, + "mean": 0.9086796449636702 + }, + "recall": { + "class_0": 0.9988307526333823, + "class_1": 0.9293458873372509, + "class_2": 0.7310024809302076, + "mean": 0.8863930403002801 + } + }, + { + "dice": { + "class_0": 0.9986967515850736, + "class_1": 0.9334051864910982, + "class_2": 0.7617372871130448, + "mean": 0.8979464083964054 + }, + "precision": { + "class_0": 0.9984992981105711, + "class_1": 0.9400883762229141, + "class_2": 0.8006785840846676, + "mean": 0.913088752806051 + }, + "recall": { + "class_0": 0.9988942831679536, + "class_1": 0.9268163490320442, + "class_2": 0.7264081595115023, + "mean": 0.8840395972371667 + } + }, + { + "dice": { + "class_0": 0.9986942325641032, + "class_1": 0.9336014784210601, + "class_2": 0.7603883120931747, + "mean": 0.8975613410261127 + }, + "precision": { + "class_0": 0.9985129262671048, + "class_1": 0.9388781389033497, + "class_2": 0.7992606471828669, + "mean": 0.9122172374511072 + }, + "recall": { + "class_0": 0.9988756047149054, + "class_1": 0.9283837979818518, + "class_2": 0.7251217495142648, + "mean": 0.8841270507370073 + } + }, + { + "dice": { + "class_0": 0.998693097958529, + "class_1": 0.9334275387913077, + "class_2": 0.7609788964536396, + "mean": 0.8976998444011587 + }, + "precision": { + "class_0": 0.9985152944061421, + "class_1": 0.9386258307090125, + "class_2": 0.7989490172260171, + "mean": 0.9120300474470572 + }, + "recall": { + "class_0": 0.9988709648444031, + "class_1": 0.9282865080470362, + "class_2": 0.7264541027256893, + "mean": 0.8845371918723761 + } + }, + { + "dice": { + "class_0": 0.9986948321240027, + "class_1": 0.9337329409775881, + "class_2": 0.7602443247384565, + "mean": 0.8975573659466823 + }, + "precision": { + "class_0": 0.9985098451309159, + "class_1": 0.9396978322739876, + "class_2": 0.7976082349339105, + "mean": 0.9119386374462713 + }, + "recall": { + "class_0": 0.9988798876722923, + "class_1": 0.9278432983439872, + "class_2": 0.7262243866547541, + "mean": 0.8843158575570111 + } + }, + { + "dice": { + "class_0": 0.9986957205956304, + "class_1": 0.9338379224841589, + "class_2": 0.7601886156936914, + "mean": 0.8975740862578269 + }, + "precision": { + "class_0": 0.9985135235580649, + "class_1": 0.9394672063881194, + "class_2": 0.7979292929252629, + "mean": 0.9119700076238159 + }, + "recall": { + "class_0": 0.998877984135676, + "class_1": 0.9282756980542788, + "class_2": 0.7258568409412577, + "mean": 0.8843368410437376 + } + }, + { + "dice": { + "class_0": 0.9986901129938067, + "class_1": 0.9337764554216638, + "class_2": 0.7596836244575506, + "mean": 0.8973833976243403 + }, + "precision": { + "class_0": 0.9985208587225509, + "class_1": 0.9397416246978982, + "class_2": 0.7915152118667952, + "mean": 0.9099258984290813 + }, + "recall": { + "class_0": 0.9988594246536663, + "class_1": 0.9278865383150163, + "class_2": 0.7303133327174018, + "mean": 0.8856864318953614 + } + }, + { + "dice": { + "class_0": 0.9986934041143586, + "class_1": 0.933751094719271, + "class_2": 0.7597230902342201, + "mean": 0.8973891963559498 + }, + "precision": { + "class_0": 0.9985088922965342, + "class_1": 0.939767874738925, + "class_2": 0.7966827989473851, + "mean": 0.9116531886609481 + }, + "recall": { + "class_0": 0.998877984135676, + "class_1": 0.9278108683657152, + "class_2": 0.7260406137980059, + "mean": 0.8842431554331324 + } + } + ], + "beta_value": [ + 3.7266393064783188e-06, + 8.574862476962153e-06, + 1.9730325220734812e-05, + 4.539786823443137e-05, + 0.00010445319639984518, + 0.00024031178327277303, + 0.0005527783650904894, + 0.0012710165465250611, + 0.00291975075379014, + 0.006692850962281227, + 0.015267156064510345, + 0.03444519639015198, + 0.07585817575454712, + 0.15886910259723663, + 0.30294069647789, + 0.5, + 0.6970593929290771, + 0.8411309123039246, + 0.9241418838500977, + 0.9655548334121704, + 0.9847328066825867, + 0.9933071732521057, + 0.9970802664756775, + 0.9987289309501648, + 0.9994471669197083, + 0.9997597336769104, + 0.9998955726623535, + 0.9999545812606812, + 0.9999802112579346, + 0.9999914169311523, + 0.9999963045120239, + 0.9999983310699463, + 0.9999992847442627, + 0.9999996423721313, + 0.9999998807907104, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0 + ], + "best_epoch_analysis": { + "best_overall_epoch": 36, + "best_overall_epoch_idx": 35, + "best_abnormal_epoch": 32, + "best_abnormal_dice": 0.7696575927137208, + "best_ventricles_epoch": 34, + "best_ventricles_dice": 0.9378331718769447, + "best_val_loss_epoch": 43, + "best_val_loss": 0.2737065255641937, + "composite_score": 0.8128944361644407, + "abnormal_key": "class_2", + "num_classes": 3, + "first_valid_epoch": 20, + "total_valid_epochs": 41, + "beta_threshold": 0.95, + "total_epochs": 60, + "best_epoch_metrics": { + "dice": { + "class_0": 0.9987176184076713, + "class_1": 0.9342240045327603, + "class_2": 0.7672727272708917, + "mean": 0.9000714500704411 + }, + "precision": { + "class_0": 0.9985267501056236, + "class_1": 0.9418291678100063, + "class_2": 0.8004392532654465, + "mean": 0.9135983903936923 + }, + "recall": { + "class_0": 0.9989085596925764, + "class_1": 0.9267406790827432, + "class_2": 0.7367453827035894, + "mean": 0.8874648738263029 + }, + "val_loss": 0.27736401557922363, + "train_loss": 0.11372341215610504, + "wce_loss": 0.14523056149482727, + "ufd_loss": 0.11372341215610504, + "val_loss_wce": 0.23067352175712585, + "val_loss_ufd": 0.27736401557922363, + "beta_value": 1.0 + } + } +} \ No newline at end of file diff --git a/models/for_WMH_Vent/results_fold_2_var_1_zscore2/models/standard_3class/fold_2/training_summary.json b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/models/standard_3class/fold_2/training_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..857dbd99dd37114a3e0df38c35f4e2f1d9a3c891 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_2_var_1_zscore2/models/standard_3class/fold_2/training_summary.json @@ -0,0 +1,401 @@ +{ + "training_config": { + "total_epochs": 60, + "num_classes": 3, + "class_names": { + "class_0": "Background", + "class_1": "Ventricles", + "class_2": "Abnormal WMH" + }, + "model_type": "a U-Net" + }, + "best_epoch_selection": { + "overall_best_epoch": 36, + "composite_score": 0.8128944361644407, + "selection_criteria": { + "abnormal_wmh_weight": 0.6, + "ventricles_weight": 0.3, + "val_loss_weight": 0.1 + } + }, + "priority_metrics": { + "abnormal_wmh": { + "best_epoch": 32, + "best_dice": 0.7696575927137208 + }, + "ventricles": { + "best_epoch": 34, + "best_dice": 0.9378331718769447 + }, + "validation_loss": { + "best_epoch": 43, + "best_loss": 0.2737065255641937 + } + }, + "best_epoch_metrics": { + "dice": { + "class_0": 0.9987176184076713, + "class_1": 0.9342240045327603, + "class_2": 0.7672727272708917, + "mean": 0.9000714500704411 + }, + "precision": { + "class_0": 0.9985267501056236, + "class_1": 0.9418291678100063, + "class_2": 0.8004392532654465, + "mean": 0.9135983903936923 + }, + "recall": { + "class_0": 0.9989085596925764, + "class_1": 0.9267406790827432, + "class_2": 0.7367453827035894, + "mean": 0.8874648738263029 + }, + "val_loss": 0.27736401557922363, + "train_loss": 0.11372341215610504, + "wce_loss": 0.14523056149482727, + "ufd_loss": 0.11372341215610504, + "val_loss_wce": 0.23067352175712585, + "val_loss_ufd": 0.27736401557922363, + "beta_value": 1.0 + }, + "training_progression": { + "final_epoch_metrics": { + "dice": { + "class_0": 0.9986934041143586, + "class_1": 0.933751094719271, + "class_2": 0.7597230902342201, + "mean": 0.8973891963559498 + }, + "precision": { + "class_0": 0.9985088922965342, + "class_1": 0.939767874738925, + "class_2": 0.7966827989473851, + "mean": 0.9116531886609481 + }, + "recall": { + "class_0": 0.998877984135676, + "class_1": 0.9278108683657152, + "class_2": 0.7260406137980059, + "mean": 0.8842431554331324 + }, + "val_loss": 0.2826939523220062, + "train_loss": 0.08825694024562836 + }, + "convergence_info": { + "epochs_trained": 60 + } + }, + "epoch_progression": { + "abnormal_wmh_dice": [ + 0.03471078254114647, + 0.034032159772741516, + 0.039342568600394756, + 0.047442289727509884, + 0.07052294244234066, + 0.07813198592477918, + 0.10693465631173837, + 0.0781403307575243, + 0.06424035865345955, + 0.07294445482811872, + 0.11147238580334384, + 0.1208066227976733, + 0.2942958317332265, + 0.34182618334601045, + 0.4963666702544725, + 0.6619436717649037, + 0.7185571108724739, + 0.711097925362455, + 0.7291366815626869, + 0.7510141183385433, + 0.7488984578391025, + 0.7539218325524243, + 0.7181142493083073, + 0.7422265862422448, + 0.756135108211636, + 0.7549248137466179, + 0.739185750634173, + 0.7589407730171494, + 0.7545050105586786, + 0.76195899772036, + 0.7597379046863808, + 0.7696575927137208, + 0.7645173453978966, + 0.7557724798180125, + 0.7638286466183444, + 0.7672727272708917, + 0.7510184858100765, + 0.7541068365003076, + 0.7571078892846048, + 0.759827627482021, + 0.7600768676417005, + 0.757225023075677, + 0.7640123695381619, + 0.7606876326249715, + 0.7661455942381644, + 0.7658953917928109, + 0.7648052512168425, + 0.7609601839855279, + 0.7619300746592844, + 0.7606530494109517, + 0.7615094882787671, + 0.7608811168524204, + 0.7591850367383357, + 0.7617372871130448, + 0.7603883120931747, + 0.7609788964536396, + 0.7602443247384565, + 0.7601886156936914, + 0.7596836244575506, + 0.7597230902342201 + ], + "ventricles_dice": [ + 0.3388567546982754, + 0.36677736297534563, + 0.28371834165532145, + 0.3857752129820904, + 0.3578414606418763, + 0.4630930239012795, + 0.6265493483276491, + 0.5764113277475148, + 0.5415565466764111, + 0.5578988842631472, + 0.5337014354232639, + 0.4690075048398456, + 0.576831366110107, + 0.8561969611538284, + 0.8433138740524937, + 0.8860493084782091, + 0.9055267056605515, + 0.9068257570567013, + 0.9154709695209403, + 0.9196924006418462, + 0.9195690138055512, + 0.9206163954262462, + 0.920837239678861, + 0.9310822273903784, + 0.9244406600179444, + 0.9199686502821922, + 0.9261039819082189, + 0.926522081376224, + 0.9310243289937102, + 0.933008419706303, + 0.9260639067713057, + 0.9230104907681662, + 0.9353705884913976, + 0.9378331718769447, + 0.9324312555785131, + 0.9342240045327603, + 0.9351823184008043, + 0.9353461670559661, + 0.9354891092533801, + 0.9330072124284025, + 0.933904562036343, + 0.9325140041178723, + 0.9346741234669097, + 0.9348474049110483, + 0.9341752566081166, + 0.9317662956116777, + 0.934396406997644, + 0.9339984984816532, + 0.933904256415594, + 0.9332346232772828, + 0.9340686261161766, + 0.9334869114493934, + 0.9335896141123109, + 0.9334051864910982, + 0.9336014784210601, + 0.9334275387913077, + 0.9337329409775881, + 0.9338379224841589, + 0.9337764554216638, + 0.933751094719271 + ], + "mean_dice": [ + 0.4251829110977625, + 0.43400006791434803, + 0.4084285000560957, + 0.45360345494045173, + 0.4577206455447205, + 0.49919726133085557, + 0.5684032584864492, + 0.5383504900110596, + 0.5190432190933933, + 0.529378697540442, + 0.5381515831344315, + 0.5194157115393415, + 0.6190328113014224, + 0.7305214432777399, + 0.7785572006428848, + 0.8485825815813558, + 0.8740733251360203, + 0.8720281749495937, + 0.8810237486913141, + 0.8897237216130685, + 0.8890048153361141, + 0.8910270791116464, + 0.8790953774833902, + 0.8906384996381602, + 0.8930424852874469, + 0.8911383985090658, + 0.887967737088564, + 0.8947050004138962, + 0.8947176262463709, + 0.8978777025313338, + 0.8948023888568195, + 0.897092179300587, + 0.8995339426261876, + 0.897439273015248, + 0.8983191938132048, + 0.9000714500704411, + 0.8949581444510208, + 0.8960457157499567, + 0.8970957829141026, + 0.897173209268617, + 0.8975590677700532, + 0.8961343076131385, + 0.8991318766501718, + 0.8980779272986651, + 0.899679757508364, + 0.8987853278305012, + 0.8993041110638748, + 0.8978853144535549, + 0.8981787809023488, + 0.8975266955517469, + 0.8980930255987065, + 0.8976878375685561, + 0.8971531465963644, + 0.8979464083964054, + 0.8975613410261127, + 0.8976998444011587, + 0.8975573659466823, + 0.8975740862578269, + 0.8973833976243403, + 0.8973891963559498 + ], + "val_loss": [ + 0.033791057765483856, + 0.02867736853659153, + 0.029486214742064476, + 0.024709507822990417, + 0.02762102708220482, + 0.020902324467897415, + 0.01740104705095291, + 0.016433218494057655, + 0.019032686948776245, + 0.02165514975786209, + 0.024761710315942764, + 0.043022602796554565, + 0.06426942348480225, + 0.1112525463104248, + 0.19259503483772278, + 0.23865637183189392, + 0.2653846740722656, + 0.30276599526405334, + 0.3011512756347656, + 0.29327473044395447, + 0.28571802377700806, + 0.2952546775341034, + 0.33090344071388245, + 0.29746562242507935, + 0.2911392152309418, + 0.30038079619407654, + 0.3098033666610718, + 0.27995219826698303, + 0.28787317872047424, + 0.2797676622867584, + 0.28098857402801514, + 0.27806562185287476, + 0.27753907442092896, + 0.28045904636383057, + 0.2804500162601471, + 0.27736401557922363, + 0.29031988978385925, + 0.28579020500183105, + 0.2868357002735138, + 0.2814160883426666, + 0.281249076128006, + 0.28366997838020325, + 0.2737065255641937, + 0.2802354395389557, + 0.27492910623550415, + 0.27447080612182617, + 0.2755146324634552, + 0.2795337438583374, + 0.27871423959732056, + 0.28002312779426575, + 0.2785889506340027, + 0.28101322054862976, + 0.28377729654312134, + 0.28070834279060364, + 0.2821921110153198, + 0.2820156514644623, + 0.28220275044441223, + 0.28238263726234436, + 0.283086895942688, + 0.2826939523220062 + ], + "train_loss": [ + 0.076746366918087, + 0.033313535153865814, + 0.029455319046974182, + 0.024674125015735626, + 0.02314099483191967, + 0.019201306626200676, + 0.016660312190651894, + 0.01525411568582058, + 0.015107729472219944, + 0.016380898654460907, + 0.023955391719937325, + 0.043069902807474136, + 0.06261191517114639, + 0.10268884897232056, + 0.15404269099235535, + 0.19337327778339386, + 0.21255652606487274, + 0.2111561894416809, + 0.20965951681137085, + 0.19861631095409393, + 0.1917867362499237, + 0.1866575926542282, + 0.17156583070755005, + 0.1704922914505005, + 0.16409139335155487, + 0.1506587266921997, + 0.1477314531803131, + 0.1512787640094757, + 0.14149174094200134, + 0.13868416845798492, + 0.13045261800289154, + 0.1302095353603363, + 0.12358488142490387, + 0.1188303530216217, + 0.11753929406404495, + 0.11372341215610504, + 0.11001584678888321, + 0.11170734465122223, + 0.10364802926778793, + 0.10300367325544357, + 0.10141891986131668, + 0.10186383873224258, + 0.10107959806919098, + 0.10002636164426804, + 0.09487490355968475, + 0.09561122208833694, + 0.09252384305000305, + 0.09534180164337158, + 0.09176149219274521, + 0.09012296795845032, + 0.09236714243888855, + 0.09265584498643875, + 0.09524595737457275, + 0.09039640426635742, + 0.09078995883464813, + 0.08960489928722382, + 0.08967746049165726, + 0.0893993079662323, + 0.09443578124046326, + 0.08825694024562836 + ] + } +} \ No newline at end of file