diff --git a/.gitattributes b/.gitattributes index 62b78958b36e456837891f2860a33f149e8c8d8c..ea7f63c63475ec335502731fac68da2545ce36a7 100644 --- a/.gitattributes +++ b/.gitattributes @@ -816,3 +816,220 @@ models/for_WMH_Vent/results_fold_2_var_1_zscore2/inference_all_test/standard_3cl 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 +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_001_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_001_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_002_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_002_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_003_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_003_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_004_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_004_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_005_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_005_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_006_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_006_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_007_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_007_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_008_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_008_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_009_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_009_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_010_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_010_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_011_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_011_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_012_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_012_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_013_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_013_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_014_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_014_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_015_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_015_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_016_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_016_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_017_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_017_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_018_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_018_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_019_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_019_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_020_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_020_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_021_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_021_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_022_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_022_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_023_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_023_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_024_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_024_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_025_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_025_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_026_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_026_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_027_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_027_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_028_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_028_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_029_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_029_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_030_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_030_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_031_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_031_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_032_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_032_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_033_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_033_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_034_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_034_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_035_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_035_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_036_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_036_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_037_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_037_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_038_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_038_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_039_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_039_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_040_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_040_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_041_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_041_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_042_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_042_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_043_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_043_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_044_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_044_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_045_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_045_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_046_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_046_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_047_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_047_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_048_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_048_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_049_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_049_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_050_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_050_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_051_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_051_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_052_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_052_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_053_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_053_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_054_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_054_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_055_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_055_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_056_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_056_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_057_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_057_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_058_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_058_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_059_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_059_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_060_1.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_060_2.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_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_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0002_c07p05_slice042_dice0.000.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0003_c07p05_slice041_dice0.207.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0004_c01p04_slice026_dice0.235.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0005_107680_slice009_dice0.347.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0006_c01p04_slice031_dice0.372.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0007_c01p04_slice025_dice0.382.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0008_c01p04_slice024_dice0.413.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0009_105549_slice015_dice0.429.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0010_114585_slice015_dice0.442.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0011_c07p05_slice029_dice0.449.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0012_105074_slice014_dice0.451.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0013_106063_slice014_dice0.467.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0014_107680_slice012_dice0.472.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0015_107680_slice013_dice0.477.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0016_c08p04_slice043_dicenan.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0017_c07p05_slice043_dicenan.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0018_c01p04_slice043_dicenan.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0019_c01p04_slice042_dicenan.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_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_3_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_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0022_c01p04_slice032_dice0.514.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0023_c01p04_slice030_dice0.525.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0024_110012_slice010_dice0.571.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0025_110012_slice015_dice0.571.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0026_c07p05_slice030_dice0.602.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0027_c08p04_slice042_dice0.615.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0028_105549_slice010_dice0.618.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0029_c01p04_slice027_dice0.619.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0030_c01p04_slice033_dice0.651.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank001_c01p04_composite0.636.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank002_107680_composite0.675.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank003_c07p05_composite0.738.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank004_105074_composite0.776.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank005_114585_composite0.780.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank006_110012_composite0.788.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank007_c08p04_composite0.791.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank008_109816_composite0.793.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank009_105549_composite0.794.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank010_111489_composite0.813.png filter=lfs diff=lfs merge=lfs -text +models/for_WMH_Vent/results_fold_3_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_3_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_3_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_3_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_3_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_3_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_3_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_3_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_3_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_3_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_3_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_3_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_3_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_3_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_3_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_3_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_3_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_3_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_3_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_3_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_3_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_3_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_3_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_3_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_3_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_3_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_3_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_3_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_3_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_3_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_3_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_3_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_3_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_3_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_3_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_3_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_3_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_3_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_3_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_3_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_3_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_3_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_3_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_3_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_3_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_3_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_3_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_3_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_3_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_3_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_3_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_3_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_3_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_3_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_3_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_3_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_3_var_1_zscore2/models/standard_3class/fold_3/a_unet_training_analysis.png filter=lfs diff=lfs merge=lfs -text diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_001_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_001_1.png new file mode 100644 index 0000000000000000000000000000000000000000..0b19245ae461e3b2bae4da6fbd66b8ed381a16d9 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_001_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b9c6ad79eb3f8148cf39b8f5c206bbed4c658ea41077e4508db3886c6c445d76 +size 330112 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_001_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_001_2.png new file mode 100644 index 0000000000000000000000000000000000000000..8fe52d470eb0fbda00c0a640d3f256bfd156bdf4 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_001_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cf33741ae7148f5f78212016400a3f130372abee9d0ce7a840ae8753123ec959 +size 321103 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_002_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_002_1.png new file mode 100644 index 0000000000000000000000000000000000000000..f3f1a119bc23b4379ab1666d1b9a6dd3d6dd9ffd --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_002_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3ff23e79e5d896fe3b596bc5c3a511666d343ce75f880d53e281b5b5d8212354 +size 350810 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_002_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_002_2.png new file mode 100644 index 0000000000000000000000000000000000000000..ea687e5c315a6f017c87ac28b24a85acbefc8bd2 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_002_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:190a60b040e87f1001fa4da9a177e358174c0fe3ed2b1c2ad8ba298ff41b2c9f +size 341442 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_003_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_003_1.png new file mode 100644 index 0000000000000000000000000000000000000000..87d336cc37949a679421343d8fa70cffc3d8ed6a --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_003_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:07ceb687ca65acce59b5dffed7b72a89114f84b702c7d4245b81985f3e0f7050 +size 265883 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_003_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_003_2.png new file mode 100644 index 0000000000000000000000000000000000000000..bf69665b0c0488b35a415216eaf7c1472df0b500 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_003_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fc87dd2822c22ed862f5c48884944cea1d635cd0ce06b1b9184e55cbb844bc13 +size 259407 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_004_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_004_1.png new file mode 100644 index 0000000000000000000000000000000000000000..b07df1fd128698adbe5e2937fd5b377f1a78f6b1 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_004_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ec58ac66778e8b549f89f89fa993e22f9b6e47064a52ce8144d37f6d0b991ea2 +size 271298 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_004_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_004_2.png new file mode 100644 index 0000000000000000000000000000000000000000..c4e3a4b6ecf6672e666e4130fe4872827786f232 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_004_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6c2775ab5e1c256055f7a03d276455b816443a1fd894e0339d8d9ec50d093dc4 +size 263717 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_005_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_005_1.png new file mode 100644 index 0000000000000000000000000000000000000000..a19a685dad003fc9d71f9d0a3cf6ec1160999473 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_005_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:481cd51ce367324233d0a7e4efcd3b7fd5731d36c86edd81da4290bb8786b39b +size 266860 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_005_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_005_2.png new file mode 100644 index 0000000000000000000000000000000000000000..742e77d2ff4e5c9a081f01390e917535c530e85e --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_005_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1f1bf71473bcb9457341d6ac4a5fdcc8428aa1e13b5aa8a7bcd14c0d72d899da +size 259943 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_006_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_006_1.png new file mode 100644 index 0000000000000000000000000000000000000000..3ae8c86387010dfe049f123e8fd20d36406f1b2e --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_006_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6c9248704760427a72884ee385c219b04eae9d20ddb98af3b571112ebf38fd3d +size 266056 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_006_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_006_2.png new file mode 100644 index 0000000000000000000000000000000000000000..e3a55fd30d3a43009bfeeefad4220375ffb21209 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_006_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:424d90652b41052c80a39fa2c775386868489676f3e471c4133c7759a504e59a +size 257351 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_007_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_007_1.png new file mode 100644 index 0000000000000000000000000000000000000000..d50d3c548727de52ab60389ba699999886d272da --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_007_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8072a8fb586cd09bca74c1910b6449516db1ea6ec289660a4fc455ef2f66dfe3 +size 260924 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_007_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_007_2.png new file mode 100644 index 0000000000000000000000000000000000000000..2e9e452c620156ea95bdd69d6fc499b7967e3d6b --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_007_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a033698974ed19d1d62a074c742ec4e4b6956111e242b5703c3964b2ee8910be +size 252176 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_008_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_008_1.png new file mode 100644 index 0000000000000000000000000000000000000000..431977488a9797388396137d01a2dbcd1f0ec23b --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_008_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:da18afc4201dcfa1e0c1a31ca5945a2771c12836a3f8287a355d5b4b6b846670 +size 252680 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_008_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_008_2.png new file mode 100644 index 0000000000000000000000000000000000000000..ef437007f35d11fc3603413b7609c912eef2d917 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_008_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c10360b52ab45a6e59cea2ecc086fcef0f1e6bdf3c6c90581b3b3f41dc65bfa5 +size 244687 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_009_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_009_1.png new file mode 100644 index 0000000000000000000000000000000000000000..5cfd01ac2b019aec9bf67b26f14d2d11004ef8e5 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_009_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2766c4c22a976c5a7aed4019319e4207353855fc29442359926db4a218212bb8 +size 252177 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_009_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_009_2.png new file mode 100644 index 0000000000000000000000000000000000000000..4d425709b336ccfe2289b3248be40c2d56c6fdd2 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_009_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:38bf8b1cdd472854e4822ab3e95e4cd21c1073b30596fb1f3d09f62b5e7f1adc +size 243734 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_010_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_010_1.png new file mode 100644 index 0000000000000000000000000000000000000000..c9a3ec3ef721e9bf0a2af4082c492ea4b42b111b --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_010_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:933f5438b35a7399693df294629d52eac1a56e8360f640db891ce77c0297975f +size 233990 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_010_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_010_2.png new file mode 100644 index 0000000000000000000000000000000000000000..c9df7d14aaaa037124a22b6ab3a219b18e7eb769 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_010_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1a9c72dd096e1d95d81f7d89430536c12af9fd649468e3fd19048677fa1a2fa9 +size 225518 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_011_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_011_1.png new file mode 100644 index 0000000000000000000000000000000000000000..35f2650be6c949a786feacf33d05bafdd58841da --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_011_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2c9f606594e9f0b3ad99e67ba57284c9403d30e0d576f7598b27baa8a14a1905 +size 225326 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_011_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_011_2.png new file mode 100644 index 0000000000000000000000000000000000000000..5c1b9bb71dc29b943ae0d315207c302273720250 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_011_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0c9ec6c167f966124b69aa58b3e125b75638b73a25965de4d1200a1af8e12e4d +size 217463 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_012_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_012_1.png new file mode 100644 index 0000000000000000000000000000000000000000..fb6a4b1c814bc1721c52638358a0d938edd64f0c --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_012_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4f19a7faa4f64602e1877b74084f6262d2b9c16707beadc592f82a0dab36d0d0 +size 234484 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_012_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_012_2.png new file mode 100644 index 0000000000000000000000000000000000000000..4a75af527573d2f555a50fe2169fedc89aa45c44 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_012_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ae467bd8fee1e1682b6d4596b9d0eb8b14b0ca823ceebf494b70d78ff48c7d4f +size 227972 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_013_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_013_1.png new file mode 100644 index 0000000000000000000000000000000000000000..e7c750bafabab89c2ede8a34365ae3c273ac95ed --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_013_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7874a4a4a131961e4ca57b4b5966d384ec932b996649ff395feb825aa7a4767b +size 208163 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_013_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_013_2.png new file mode 100644 index 0000000000000000000000000000000000000000..c9945d2405382efac15bdb149750700b0b989e7d --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_013_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0da6e09af3e44e311592cf3137a751d9a8c7c9e368aa8b90af5e1b69d96a43e5 +size 200643 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_014_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_014_1.png new file mode 100644 index 0000000000000000000000000000000000000000..fdcc47dfe0f05c95fe0c7bc109900b9f738d994a --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_014_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cf74222ab2d3bea4504667dfa39ac097da094b203cf37e021a26ce570056fe4f +size 200881 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_014_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_014_2.png new file mode 100644 index 0000000000000000000000000000000000000000..2acf9d7bb4ef57a379a9903f9d2fb2e8ced738a4 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_014_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4ccf3c5fba5a6c906d810c3fb2ff28d1197ffda0abafc65eb81013ab889f4a39 +size 193115 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_015_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_015_1.png new file mode 100644 index 0000000000000000000000000000000000000000..ccaf008b48191a0fe0a91bc5efb167dd4d34eb6a --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_015_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a29db58b10bab7cc529416367b3423d4728b36ede9d33553cf14d10e0c26b932 +size 195436 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_015_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_015_2.png new file mode 100644 index 0000000000000000000000000000000000000000..6e4bea46b06e91084e4d07b19992d50ab8f7560a --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_015_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:94ccd8465565f781f6c9b6cd3589ea416b77a707ecb22421a7e5497e9650ba55 +size 187517 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_016_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_016_1.png new file mode 100644 index 0000000000000000000000000000000000000000..3459078468942a426393e0ebae0f8ef3e3101f3f --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_016_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8ed133d36f83fab7fc34823a1d77fe18cccfd26096ce279d2ab3e58df2771c14 +size 194749 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_016_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_016_2.png new file mode 100644 index 0000000000000000000000000000000000000000..80144943a316ba2355325ff20009ca2a56030175 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_016_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:206b78f93f08916c3f683db08c0aacdf22254ea6bbb8768320f89ec853c9bcf8 +size 187384 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_017_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_017_1.png new file mode 100644 index 0000000000000000000000000000000000000000..8a476fcc7b2e813dc2909cbba1c57521e82c114c --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_017_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:33473576b1bb4d434bfc643e4ad6e10a4200a48e7d35aaebe5bfc9f950970fb6 +size 190576 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_017_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_017_2.png new file mode 100644 index 0000000000000000000000000000000000000000..9678ca026f9f62925a17fc194029e4d74fa49bb4 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_017_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e97f4560c378d365ceb9a7c2111ba27bbad97b09a811e9e0e38c605d0336ca4d +size 183127 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_018_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_018_1.png new file mode 100644 index 0000000000000000000000000000000000000000..b2c785309983d1f7910c563fa96bd27b7979d645 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_018_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:453932ce6d593939613492a9213a2326baf66767afa25f6910bf9d795083bd20 +size 190062 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_018_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_018_2.png new file mode 100644 index 0000000000000000000000000000000000000000..f7c09a9eb9235617f42469211ef26ce449c86b2c --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_018_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:64383a320080082e24534e11222c5e17f4997a3f85d8a317fe2d3d0c0414e5ca +size 182308 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_019_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_019_1.png new file mode 100644 index 0000000000000000000000000000000000000000..6a676211365a125ba733718ebc549ce5f98f3775 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_019_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9fd6a2f7bbf4af05b5d05317d2e06afdf7abc063ff175ae99252b142f8aaa8e7 +size 188407 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_019_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_019_2.png new file mode 100644 index 0000000000000000000000000000000000000000..ae7576c0ab0bc0ece3173a436ad3734a9da607f2 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_019_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:48107e71eac96d2e1baa6374215e397edc0ae73366da98bbf50b4703c08f1b87 +size 180448 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_020_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_020_1.png new file mode 100644 index 0000000000000000000000000000000000000000..f7cd213fc4793dc0af20517050ddfa14203064d6 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_020_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5be6555fbdb1bebba47ee78c6e477a7f0afe89e0304a58de91e2d1a8bd446af0 +size 188139 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_020_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_020_2.png new file mode 100644 index 0000000000000000000000000000000000000000..f2e7a05c5884c6250c47abea7b2ac4e542044c4d --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_020_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:28da9f041cfe37f6485d97f58e792b48adb2141dca3e9aee606420bcb940cea7 +size 180163 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_021_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_021_1.png new file mode 100644 index 0000000000000000000000000000000000000000..ea9d9382b8930b02b403475f6abd6339183d859e --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_021_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9c6f4d49cfef867969c2614fe417b634407397d4790767dea69fab62b94ac35c +size 187752 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_021_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_021_2.png new file mode 100644 index 0000000000000000000000000000000000000000..9f3b4893c0f3c3c40e22718508a8ba7287550e5d --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_021_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3cf915a79019a0350c60978f0e3b530af5b3e1892df64c06ddbe5849e265c339 +size 179392 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_022_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_022_1.png new file mode 100644 index 0000000000000000000000000000000000000000..3932d8d8589dabd9feec09822127f92ce7d45416 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_022_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3db3ff9b96fb65d222910d4bb7b14c70d48aa456506c9c95cd73473a6ab4dafa +size 187743 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_022_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_022_2.png new file mode 100644 index 0000000000000000000000000000000000000000..37ab07716120da68415529d1070fe4293012b736 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_022_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5f44dd1101f793440c40ef05688886dbba26a492e869117edf5c048c498b0b47 +size 180008 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_023_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_023_1.png new file mode 100644 index 0000000000000000000000000000000000000000..1e3d7d964a7d8583ffce29944508947c17db665f --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_023_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5dde3a672606cc8e126c7b8a056437a22bd064a57c9bd9d37daa8882ab5e78fe +size 187742 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_023_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_023_2.png new file mode 100644 index 0000000000000000000000000000000000000000..754b8c0d7dd2b6cd0c25056a2df7b3e01a92bc45 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_023_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3439c02bc7ec56c7b98ac63119167e8509ef7a1a756a45354786e3da07c3fcf2 +size 180138 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_024_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_024_1.png new file mode 100644 index 0000000000000000000000000000000000000000..309e919f30585d8910a7cc259df6855ba3bdc22c --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_024_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:06f1a28a2bd50b8854ead98824f4057690dfb11997a44a5620d922c2c341e563 +size 187109 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_024_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_024_2.png new file mode 100644 index 0000000000000000000000000000000000000000..12424b643127301c2d2d63f29210b3a87b50d4f5 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_024_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7dcff858338718a0642e5aecfd67feea0bac9d9219678f3f8e4893d1ac25f4f7 +size 179430 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_025_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_025_1.png new file mode 100644 index 0000000000000000000000000000000000000000..f962fa458aac87bcd3754a0220ebd61cf04e7b94 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_025_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f1ce29e70c2431b8567021c5b62be8ac151af1cd8160d9e7c32b0fe98bc6a1f6 +size 186928 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_025_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_025_2.png new file mode 100644 index 0000000000000000000000000000000000000000..411f6c39155ceb7127302f1ec9eb25077fe1a8f0 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_025_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4651673f21e747b3583a9a2eb0436bec172b45cf908d7bb77b5a74d5fbc1027e +size 179090 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_026_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_026_1.png new file mode 100644 index 0000000000000000000000000000000000000000..b7b01a15a6e19dfc396336e60a2ca4ed7375cae6 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_026_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4e72edd3180c76cc1ddafbddb7098a86efb0f4149312498b718772372cf94465 +size 186782 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_026_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_026_2.png new file mode 100644 index 0000000000000000000000000000000000000000..4d4032ed0677f3f84a34cfbb0929bfc7aa66426d --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_026_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ca69673036f7fb0bf7d4a3342a341f5f635b51b9c4228952b234a6621f1dfa9a +size 179495 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_027_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_027_1.png new file mode 100644 index 0000000000000000000000000000000000000000..3aa1ebdaebde766a3812f3d8bf5d8ac5093b7a66 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_027_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a041687e80c9172550c6ae4b87c38acb4ecad360d19afc156a2918b4e64b9b32 +size 186669 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_027_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_027_2.png new file mode 100644 index 0000000000000000000000000000000000000000..a4935132f3a912d96d235c579fc8a7ac5f174999 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_027_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e466cbc21cafc12fecb8105e11386b03beb1812abcfda9721ba235a2ec9e5622 +size 179319 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_028_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_028_1.png new file mode 100644 index 0000000000000000000000000000000000000000..bc6a46412c1d6e50936eff3d848b235952f9120a --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_028_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4bcb7bf05cdd2831ac03ba9af7874c72bf9aef4c75073242bc76817e172ec78d +size 186521 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_028_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_028_2.png new file mode 100644 index 0000000000000000000000000000000000000000..7bfb99bfcc008ddcbaf6049449ba22ab2ae824bd --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_028_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0c3809b6e20f8c6fdc14cd2eaf93828cac9a33d1e8fd0c31e2a6df1592b5ecaa +size 178886 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_029_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_029_1.png new file mode 100644 index 0000000000000000000000000000000000000000..dd567fc6b0501898b4f7050f8aa07d0f26a0cb59 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_029_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f39c55ca63ce8461ceb3d4db85cfbc4dafbacc325cbed7161eb0bb68c956f16b +size 186271 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_029_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_029_2.png new file mode 100644 index 0000000000000000000000000000000000000000..a7a039d938a023d5b6f3b780ff83ac031f56c759 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_029_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c51b3d8e497a840d64a7035e0ad71fde5785804e57e8c99ea4ccca75b6efc87d +size 179054 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_030_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_030_1.png new file mode 100644 index 0000000000000000000000000000000000000000..449a5ea268fa0f3d31e29e9e67c9f9df72e0b9fc --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_030_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cb600c6203aaf0b80d119f8f54eed5fe9550e4161e5b09a7203003e693678f80 +size 186440 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_030_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_030_2.png new file mode 100644 index 0000000000000000000000000000000000000000..35f050dd55c0bc4b515c89eece70f819088af656 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_030_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:75d1086547b24a6b9c475496242916d4a76e7eee0a1d73381722e0ce642d20c4 +size 178979 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_031_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_031_1.png new file mode 100644 index 0000000000000000000000000000000000000000..b2a4e29851c1842179f0bad9dbcb3793c42eabff --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_031_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:936c9a22cb68791355b3b1ace85d178c9ee1e885a27902dbc5d074e78ff6ce7a +size 186426 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_031_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_031_2.png new file mode 100644 index 0000000000000000000000000000000000000000..00cb446e508829b2d3eaaf0918ca1a1cf0b8f011 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_031_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b9dc8b5f4e6e3b16a82ba303292b61599aa57465708d69f69cda77e7e18a401b +size 178675 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_032_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_032_1.png new file mode 100644 index 0000000000000000000000000000000000000000..1198c05db8b09f510d17eff94b36c90ed5b3597b --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_032_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5050dab78c3c205093042b77934cd587d22290652084d25b8a774ddb86e8501f +size 186137 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_032_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_032_2.png new file mode 100644 index 0000000000000000000000000000000000000000..6737b741e7e2a3fbe04915d1707e1b0eeb524d7c --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_032_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:44a199c0dd91e15733d4dbb7cf100c190e73969149237191942da068ba76bf85 +size 178991 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_033_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_033_1.png new file mode 100644 index 0000000000000000000000000000000000000000..96ecdc53c93950cd558cb7b0e7dd2027be97186b --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_033_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f234f8e3a110ca21846a67c8511c6756abbb03f4b80a26387c6d758f6b05df32 +size 186051 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_033_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_033_2.png new file mode 100644 index 0000000000000000000000000000000000000000..c2a5c130c75c0590e3f4bcf2ce0f9b462cf41a7f --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_033_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:011fff1330992c7171f105ba8830acdff84da86817ce0be52265c90d23f160e5 +size 178676 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_034_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_034_1.png new file mode 100644 index 0000000000000000000000000000000000000000..fc56f77725955896627a1b980eb6a6e23cb6bae6 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_034_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3ec1ba2876a8d7f0db2d647911a30f0167ad695478175a76adb5c78d401a5453 +size 186503 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_034_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_034_2.png new file mode 100644 index 0000000000000000000000000000000000000000..6be8f9ac871e6fa7a6d9a0c44212463427745dae --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_034_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:74e0216ba3e1ddf436496ea649aba127985d3837df76356b1ff25c3a8351eb6c +size 179496 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_035_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_035_1.png new file mode 100644 index 0000000000000000000000000000000000000000..0fb60107aa248a53be4ac9580b1acd54d7b18afb --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_035_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:674ef2c43b6cbaf6ea7146d4a07062993752a6a526a2526e36945ac238952690 +size 185998 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_035_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_035_2.png new file mode 100644 index 0000000000000000000000000000000000000000..505e2dbd2c833f8de688f239a9700edc5942d00d --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_035_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4f89339a3114c89b6c23fd4dfd1e83f73b7b4d1156f80a0c43513a6f1d2bd78b +size 178870 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_036_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_036_1.png new file mode 100644 index 0000000000000000000000000000000000000000..89968a5739f72f497e0540b7b53d64d1b6ddf821 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_036_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:48dc3a2598f49e6195af6b16de82a1bd0a7b130503beb8dd6fb220a06ef104bc +size 186135 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_036_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_036_2.png new file mode 100644 index 0000000000000000000000000000000000000000..c2034674e38f4371536b51be65163bab49b7372e --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_036_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:352cbb1aac4e3ea89afa1ed773900384612930d9bdf1b7f2406439d9e02aec3f +size 178886 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_037_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_037_1.png new file mode 100644 index 0000000000000000000000000000000000000000..995ad6293c58b41bf6a7fbca5276efc5c334a575 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_037_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c999210d955591aff469dbfc804323b15d37f295f8e6389b0a0fd9fe5ff09591 +size 186093 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_037_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_037_2.png new file mode 100644 index 0000000000000000000000000000000000000000..454d9c639c6320d9fffa29136e23c56ccb8a8e34 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_037_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5dbb194ee2a06140080612aaedf31a02daa3b763a4e405452afff4c7d2984e05 +size 178737 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_038_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_038_1.png new file mode 100644 index 0000000000000000000000000000000000000000..ac15508621d8ed957b136bc4796e08c993272de3 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_038_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e5abf489a9547ee150ca8a825f0e8f6ec099398bfdb2ea61d09bf6aecf326ec0 +size 186139 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_038_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_038_2.png new file mode 100644 index 0000000000000000000000000000000000000000..a43d344199ca421dc4d4fda360ee5a408f9f7b3a --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_038_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6c983b2893b6d3950899e8dedb231b0521083a78d96df8d234ffd5a519143b10 +size 179049 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_039_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_039_1.png new file mode 100644 index 0000000000000000000000000000000000000000..9bb1b033084b5b986fb3d11afa716cd4673ac9bc --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_039_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c6c8c392ade30a54d31c18eee3c96784a5e0e8968bf1cb99cb47b384acdec5a6 +size 186088 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_039_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_039_2.png new file mode 100644 index 0000000000000000000000000000000000000000..bdb5b55dd26b58ed82f5355f6fb5137860850de8 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_039_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5e12b2584cd5c9bcc53864d9d0cd8b3f53f342eac8a3094a12e256b0a9c834c2 +size 178495 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_040_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_040_1.png new file mode 100644 index 0000000000000000000000000000000000000000..9a44a11315e58d3694591201342308c4a5d6380a --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_040_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dc3c8e1ed63d940065bda0d86baadc4f5ae6c06a8a8a09407214819d6ac67342 +size 186127 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_040_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_040_2.png new file mode 100644 index 0000000000000000000000000000000000000000..d540bdfa83e5622609957a56178a7b976b91d26f --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_040_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ef7c017199c401c4c8a5febd8ef9504969d104766bbf9c477693896bd0f27364 +size 178892 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_041_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_041_1.png new file mode 100644 index 0000000000000000000000000000000000000000..5447095dfbca4541320b98f43532f2a31a91e9f8 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_041_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:61194d19ed600717ddbd0a334d473f299f879206bff418add4b4ba6eb048c257 +size 186029 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_041_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_041_2.png new file mode 100644 index 0000000000000000000000000000000000000000..0380975091af0a5d09f9602522f54b76f99bfd10 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_041_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:547e8b2eb2c5d96438606252f21b0d94a9b3d2f4dd4a03927346ebecd21bc91b +size 178721 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_042_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_042_1.png new file mode 100644 index 0000000000000000000000000000000000000000..4f3ffdbbd4156a3e3c58ab3b82d6b40bbb98af1a --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_042_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3866fb84ddb4acf1f60561b1a662d2e53b2b05446133a4223f94bafce4028e32 +size 185874 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_042_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_042_2.png new file mode 100644 index 0000000000000000000000000000000000000000..7c97182f5c00befb2b9514a4e9936c3e0239980b --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_042_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dfe957c1f2a3c824202a071a400045b52a05c4b455de53c62afe92d918a54a7f +size 178569 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_043_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_043_1.png new file mode 100644 index 0000000000000000000000000000000000000000..4e72ce093194203b81e4766330caad9fd9e10bbf --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_043_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e18747e039bb494c7768ffc650af338cd85ba30af85b853c8b3b0fe693b43954 +size 185972 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_043_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_043_2.png new file mode 100644 index 0000000000000000000000000000000000000000..6f445bbb5cc2a30c37f28d462364d827d80a509f --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_043_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:be5b4383e9b3c10eb78b90772d0991b04a1c6aa803e6e94bf7a202a729a4ac47 +size 178627 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_044_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_044_1.png new file mode 100644 index 0000000000000000000000000000000000000000..3139ee4d75ea79f6e00c25024a20f03d7edc8e12 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_044_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2158765ba9436889dce2dd3f7025d40314c1120a062cb1c7ddf30c6dd7c8af93 +size 186000 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_044_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_044_2.png new file mode 100644 index 0000000000000000000000000000000000000000..1f806766b22eac889ccf1c69dd2e34a2afe625d2 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_044_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8409f25dcc03f06ea82ca160b9f4c7c607e0ee349dc522fd1df226fc30f3fd5a +size 178690 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_045_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_045_1.png new file mode 100644 index 0000000000000000000000000000000000000000..5901ee80b0c47d82d8b6e34ceb5f02933e8caaf4 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_045_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e99e0314ac4752056aa825bd53c09008120f49393fc12d17605d385aa7315c57 +size 185963 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_045_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_045_2.png new file mode 100644 index 0000000000000000000000000000000000000000..3826ba2da3406197b008952717283cd4c706bde6 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_045_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:978e0dd419a9c5e7723b074257327c9b9291731fe1d99188bae4a3d8dd0ea4f1 +size 178556 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_046_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_046_1.png new file mode 100644 index 0000000000000000000000000000000000000000..764511db84e3f6f906f54f0938e7fb6fbbf4d25d --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_046_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:77e17e9d3728e507dfda6505ee25c55621b1b52a86909f037b065ebba63a9ab0 +size 185990 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_046_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_046_2.png new file mode 100644 index 0000000000000000000000000000000000000000..992dbdc3d5e1c5f94ae32a8473228ef61b84372b --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_046_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f1c3d5faa8dcc2bbf1a85c3b4954105ef75df198bef2767bfe3d8c6f3fb99da5 +size 178769 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_047_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_047_1.png new file mode 100644 index 0000000000000000000000000000000000000000..68c35c1589d753f2d51514240d8f50e8522b89b8 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_047_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a0b3d78be7ff91cc0cfaa2b78fdbcb7e2da88ed54994cd21c19148129c4b62d2 +size 186067 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_047_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_047_2.png new file mode 100644 index 0000000000000000000000000000000000000000..6e4c8429e5c54360e05862f1e157176e505ddbf8 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_047_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:41bbdcd8d84b510222b8e83285b5e5cc33783ee57b0a4c3987eaf08a4d236913 +size 178751 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_048_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_048_1.png new file mode 100644 index 0000000000000000000000000000000000000000..4a6ecaac2657a464cd8865a6b26e5f73b61e6800 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_048_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:220240c65d59886df46d66330aa2968b42041c65f6620603ce6e82854d072d4c +size 186007 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_048_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_048_2.png new file mode 100644 index 0000000000000000000000000000000000000000..e6b93bd7d1b071823bbe20a3718a944acda1ade7 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_048_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:166ec6adbf5af050c31102069fff1c1bcc71b7f0b21ed4fc5b5f103fb6f6fe67 +size 178517 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_049_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_049_1.png new file mode 100644 index 0000000000000000000000000000000000000000..1ce41b7ad9bedc1868f31562e509298a9563e4fb --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_049_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:48704d88539e6cc98368732845510e2ad41206d032b4184a34f0b78a0746ff82 +size 185968 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_049_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_049_2.png new file mode 100644 index 0000000000000000000000000000000000000000..b4c7ffa669cf3141ca1c0d8cf6ea1d54e70595a2 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_049_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b19e8db19d2fce850eef89e4986a1f3938b9c0e54310dc5b3086b2759c6dad92 +size 178627 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_050_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_050_1.png new file mode 100644 index 0000000000000000000000000000000000000000..3ad1a5e08267a8d92fa41a25a4df390aee82cfea --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_050_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f54432e0a5f355fa2da1deea150bfaf8549f1ca79f6892d0536bbfc9c022e92b +size 185945 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_050_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_050_2.png new file mode 100644 index 0000000000000000000000000000000000000000..5465014c04b3d297fe745d10075e078b764f8c9e --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_050_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4ab418ac90852a46da368ee0601df88b6fd23970ae258ffcd81f9a61690ca93c +size 178655 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_051_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_051_1.png new file mode 100644 index 0000000000000000000000000000000000000000..31fc55c9f62adda97118b82301dc91861adbef80 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_051_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1e35d112b2b005323fa9d92b1a3803f9ca6a3492d2ced52c28670e10c3bc951f +size 185988 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_051_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_051_2.png new file mode 100644 index 0000000000000000000000000000000000000000..a71c267195ccab7f2e88191454604c184905d60a --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_051_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4bd0796dfdd0502a50b3a139377c45822af05b117b240fadd1c3239a1e902dbb +size 178518 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_052_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_052_1.png new file mode 100644 index 0000000000000000000000000000000000000000..8b65a534b9ab5aa3a1ae2b2617a0d4c4a8b1db15 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_052_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:48be22a3f31026b6895a459c0af8b736b99993a207c0e53e0dd4771e5b114050 +size 185911 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_052_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_052_2.png new file mode 100644 index 0000000000000000000000000000000000000000..4324e22f6a79e88f1212a1ad6f5adbe0cc8a630a --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_052_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:65fbbff01faa8e99e44429133731c318127db34eaf974d4b7bea3c91b30e9ac2 +size 178564 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_053_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_053_1.png new file mode 100644 index 0000000000000000000000000000000000000000..9e77a7b6524e25bcaf308a9aad68f0b1471856fe --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_053_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:042b46cc5d6e4687af1363dbd214e7a756a055276abc8490a964d6da48b14e2b +size 185864 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_053_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_053_2.png new file mode 100644 index 0000000000000000000000000000000000000000..0197314663bb5ca42be6fd6c0395ab686aeb7b93 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_053_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:28518f67be81788455f7842617505be21a2ce1177d078d82f53ddc48ba062eda +size 178616 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_054_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_054_1.png new file mode 100644 index 0000000000000000000000000000000000000000..45580f16ef3e304634ccdfcd5a0837765afde06f --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_054_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:930572a85817386710d307d862c7ac4b9804d66ae6e854255cb94bbf116ab34f +size 185940 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_054_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_054_2.png new file mode 100644 index 0000000000000000000000000000000000000000..ebad510af864354e4922b175052759dd39617d98 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_054_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:817c98e2b2a1311ec239a464ef808671d74fc4c96b06675407c7e605909d4738 +size 178500 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_055_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_055_1.png new file mode 100644 index 0000000000000000000000000000000000000000..c7b542e9dd92a3406b551107c659ab39fd5fd938 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_055_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cade4285b21e78ca8ad9ffce05ae9ded0e8cb3244489cfd018d380adacd5cb62 +size 185992 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_055_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_055_2.png new file mode 100644 index 0000000000000000000000000000000000000000..168b51a31ba59ffc03ccd9d5f3490fbc181e14c9 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_055_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:19c54f84629f7129993cabed7d8ee56334d49ecfb5179aae2888aabaff6697ea +size 178501 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_056_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_056_1.png new file mode 100644 index 0000000000000000000000000000000000000000..918549bab31eef142e7d95a6dc21eae83d465d12 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_056_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3fed874349bafbb1b58405c79b3ed53e6df6219ce9fdab28dca0c4e33a067b2f +size 185942 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_056_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_056_2.png new file mode 100644 index 0000000000000000000000000000000000000000..c4b6879f315606e5be22f29bc693fc76bb4b04d2 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_056_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2a0d56a8a33c92b1a326fd631e6eb7a6ccc136fb365925a0af4d9e536977390c +size 178500 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_057_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_057_1.png new file mode 100644 index 0000000000000000000000000000000000000000..d1da8dfe86846c75ba253ce239df65158ca3a9e0 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_057_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b035a61a0e50281a06bbae5a113fadffb9fae5d0391a4c99fab637a9b3530902 +size 185955 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_057_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_057_2.png new file mode 100644 index 0000000000000000000000000000000000000000..e5caaa0f50cd37719dc376ba6e52eab7909d0e0a --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_057_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6f0465b7f55fe1ec71af122bb7ad06e35de929535f55a6be8290d316303359ae +size 178524 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_058_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_058_1.png new file mode 100644 index 0000000000000000000000000000000000000000..0a4a790c3f0e55eff51d6b6ca7c856d9fbe3f781 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_058_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:04c629a53b1a7c1df831dd82f658bc260d40bbea4d08bba4a6a0ce41c1849117 +size 185909 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_058_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_058_2.png new file mode 100644 index 0000000000000000000000000000000000000000..e75d95a6c49d87f8aad819665ea68ba4c3d00871 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_058_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fe8d3a45caec7ac47074281581a5d336aec7a1b4a55002395d9e7e8c785832c4 +size 178553 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_059_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_059_1.png new file mode 100644 index 0000000000000000000000000000000000000000..f1c22c9f739b7e3cc6f2e22cb78b67402de53bec --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_059_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f84008fcdb4d9a4e50345e3be0988e7617c03fa89345931ca3b7cd0ff479a16f +size 185884 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_059_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_059_2.png new file mode 100644 index 0000000000000000000000000000000000000000..a3545edec2cabaa858988c84bb248314543e5b94 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_059_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a2e0607cf06ef06f57d30fa0b0d79c3dcee3ef793234fa44deb8a79895bd1b82 +size 178550 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_060_1.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_060_1.png new file mode 100644 index 0000000000000000000000000000000000000000..b67d0ac3db78e47b93546cd1a31694ab764f40da --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_060_1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4cea9ff347e109567ca1a5ea0696c42d51354c5224d3440deb0d82b506b58e9b +size 185949 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_060_2.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_060_2.png new file mode 100644 index 0000000000000000000000000000000000000000..d8bfbed8cbca15e5103a6c473374c3abde46d899 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/figures/standard_3class/fold_3/epoch_060_2.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b935aadf25504ce23be0e59849a3fef166ccfa5fa2638df59f28bf07e771b589 +size 178504 diff --git a/models/for_WMH_Vent/results_fold_3_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_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0001_c07p05_slice040_dice0.000.png new file mode 100644 index 0000000000000000000000000000000000000000..0cdcd1d32320920e722ad30079410b6a303aa2e8 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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 sha256:81f7dc62c3db846d10ce98fbda88e9767ca988e4db745f9bb40b8a14fd2e2d5b +size 312450 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0002_c07p05_slice042_dice0.000.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0002_c07p05_slice042_dice0.000.png new file mode 100644 index 0000000000000000000000000000000000000000..3aa7bc30e2595f88ac01afa2ac07c24ef8bbd31f --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0002_c07p05_slice042_dice0.000.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d7b616c301f9049480279d8b1602611a1f503390916c5e40feb78c5a01b884eb +size 297536 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0003_c07p05_slice041_dice0.207.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0003_c07p05_slice041_dice0.207.png new file mode 100644 index 0000000000000000000000000000000000000000..d77fb4365a412a9f4b300172d1ef8074b9b1f84d --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0003_c07p05_slice041_dice0.207.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4df642e257dfa1801c9c9a1cbba378f8cfff264dfb9c1ec98edb27b064d3b7f2 +size 308715 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0004_c01p04_slice026_dice0.235.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0004_c01p04_slice026_dice0.235.png new file mode 100644 index 0000000000000000000000000000000000000000..63641d78fc738c1bece525b6f38468403081ea4e --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0004_c01p04_slice026_dice0.235.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bd147adb2fa872350386878ac4f2ecb52c646fd4ce6ff938e0d98cc2b296ba35 +size 287169 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0005_107680_slice009_dice0.347.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0005_107680_slice009_dice0.347.png new file mode 100644 index 0000000000000000000000000000000000000000..0406a03d2e702e1a5c9bd58b59f6f69aefa14de2 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0005_107680_slice009_dice0.347.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:43da7c9697c8761f631f044cdff4a84909b2ff60cc7774d1a99a7f00942bcfb9 +size 360748 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0006_c01p04_slice031_dice0.372.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0006_c01p04_slice031_dice0.372.png new file mode 100644 index 0000000000000000000000000000000000000000..0d138d6220041533de55f454d10a7289a2cf1687 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0006_c01p04_slice031_dice0.372.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0e586397adff4a7f4ecc08a965e9b061ab2cd77332d4fe680ef65b35456dc129 +size 309080 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0007_c01p04_slice025_dice0.382.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0007_c01p04_slice025_dice0.382.png new file mode 100644 index 0000000000000000000000000000000000000000..74f7d5de136190a438233d5e8c86c0b93d0a0aa2 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0007_c01p04_slice025_dice0.382.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:905e3399df08d41fdc93db809a25e3996cf24449c89d3761d3a57cfc9383df92 +size 280446 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0008_c01p04_slice024_dice0.413.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0008_c01p04_slice024_dice0.413.png new file mode 100644 index 0000000000000000000000000000000000000000..09e566a72957c4ec3e51c52e8a38dbc144a46f48 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0008_c01p04_slice024_dice0.413.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a305fb521963238cb7485b4d84c33fd9cbe6f53c994cbea6051f9402c6e6f21e +size 301815 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0009_105549_slice015_dice0.429.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0009_105549_slice015_dice0.429.png new file mode 100644 index 0000000000000000000000000000000000000000..d304eb84de95d614c57a0809dfbbec916dc46723 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0009_105549_slice015_dice0.429.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e2be3120cccaa8ec31ef58b7ad116f5b1e409302dc15a0a4679bd570e4d792c9 +size 305187 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0010_114585_slice015_dice0.442.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0010_114585_slice015_dice0.442.png new file mode 100644 index 0000000000000000000000000000000000000000..37a13cf4bbdba9759fd1192485635be8a12d1258 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0010_114585_slice015_dice0.442.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0c7f8da63706b836d336134d0c0ddcfb078104b18868e90a2248402c901521d5 +size 361937 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0011_c07p05_slice029_dice0.449.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0011_c07p05_slice029_dice0.449.png new file mode 100644 index 0000000000000000000000000000000000000000..1c93119b934ed5665f20d5e2dcde9328258c2675 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0011_c07p05_slice029_dice0.449.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bd22b10d95179d0d8b5e91c9148c73bb8c45336f19bbeb86f8620c8b8d6fbcf1 +size 369617 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0012_105074_slice014_dice0.451.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0012_105074_slice014_dice0.451.png new file mode 100644 index 0000000000000000000000000000000000000000..ff72bdbc14c51eaee9221e2d8ecd947b0f279a55 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0012_105074_slice014_dice0.451.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d194ec494cd5cf4711f3d3cc18fa8221aabf1154682cd3cc8a27d7497a47a53a +size 329245 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0013_106063_slice014_dice0.467.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0013_106063_slice014_dice0.467.png new file mode 100644 index 0000000000000000000000000000000000000000..e3efc97f72b804dd2b7f87ed1316e4a4565e0843 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0013_106063_slice014_dice0.467.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:da88d728586c91cb5bd42b6c89191d1be191ae78106547b8060749182137c78c +size 337161 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0014_107680_slice012_dice0.472.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0014_107680_slice012_dice0.472.png new file mode 100644 index 0000000000000000000000000000000000000000..42ed985b53d91a51b614ec41679a52cfc2b2694a --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0014_107680_slice012_dice0.472.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9dd2d206d6bf654d4d51daac02203367064866c3cd93c7a174e3a35c41e3f3ae +size 371814 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0015_107680_slice013_dice0.477.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0015_107680_slice013_dice0.477.png new file mode 100644 index 0000000000000000000000000000000000000000..a89d22e2915412df957258bc33f1b391c76a9cfa --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0015_107680_slice013_dice0.477.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8e5de2075f2b26f79d9cdec4e8f428af02b3a071790d23f269ca0b27f1cf329c +size 367921 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0016_c08p04_slice043_dicenan.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0016_c08p04_slice043_dicenan.png new file mode 100644 index 0000000000000000000000000000000000000000..cf9d478a0a9ab8be021d1dd450d99d85fa29b46f --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0016_c08p04_slice043_dicenan.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:88ed288a095c5ddfde93a9d6717e90d992beca0b459a846635b6378cc8b3cd77 +size 256694 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0017_c07p05_slice043_dicenan.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0017_c07p05_slice043_dicenan.png new file mode 100644 index 0000000000000000000000000000000000000000..8921b58bd71f25b506c906dca6478e1f61239e9e --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0017_c07p05_slice043_dicenan.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dad03b307a7ba40a52e96f35e1731d06201011acb2081097a4340392dd40c243 +size 288190 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0018_c01p04_slice043_dicenan.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0018_c01p04_slice043_dicenan.png new file mode 100644 index 0000000000000000000000000000000000000000..b8141565fb8bfa9d7da2528976f922f3014268dd --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0018_c01p04_slice043_dicenan.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b2d0aecca353d1875c6e43bd5265c0533e30f877b8b197c93e065c1bf3d64f52 +size 283500 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0019_c01p04_slice042_dicenan.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0019_c01p04_slice042_dicenan.png new file mode 100644 index 0000000000000000000000000000000000000000..8595389329641a7452abc182dda5bf1eabb916f1 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0019_c01p04_slice042_dicenan.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6fe3412c4bf7d04ac2d272ee0f607cd000b68a45b198813f4897c0cb1e9fbc5a +size 288817 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0020_111489_slice015_dicenan.png b/models/for_WMH_Vent/results_fold_3_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_3_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_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0021_111489_slice014_dicenan.png b/models/for_WMH_Vent/results_fold_3_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_3_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_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0022_c01p04_slice032_dice0.514.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0022_c01p04_slice032_dice0.514.png new file mode 100644 index 0000000000000000000000000000000000000000..60eec0752c16277a2267863be4e1a8c87fa75467 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0022_c01p04_slice032_dice0.514.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7f5457bf4dc79ec0b2612c8a5679f8739716a9a757144086b46430f22ea0bed9 +size 324307 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0023_c01p04_slice030_dice0.525.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0023_c01p04_slice030_dice0.525.png new file mode 100644 index 0000000000000000000000000000000000000000..963db06570b1051021e0b0f69da064ebdeacd49c --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0023_c01p04_slice030_dice0.525.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d5975d01a53dc1ddfb6f6c0c8e62c6cecea4348ad9cfc2104c6526a7a58ac0bc +size 301787 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0024_110012_slice010_dice0.571.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0024_110012_slice010_dice0.571.png new file mode 100644 index 0000000000000000000000000000000000000000..c3fd09cb71a945d64dbd2f06037daa2886a1798c --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0024_110012_slice010_dice0.571.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:abb2c0ffed628801670a6c7fb8fdc9037e85a3be4bcc7bf558c6c6d1b13e54cb +size 344170 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0025_110012_slice015_dice0.571.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0025_110012_slice015_dice0.571.png new file mode 100644 index 0000000000000000000000000000000000000000..9691475b2d258952ae3182159d4fd9175bea10da --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0025_110012_slice015_dice0.571.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:86f0c67f7e2438d157415e3145342aa7a03e9d896136e103aa594c165c5dbef3 +size 292176 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0026_c07p05_slice030_dice0.602.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0026_c07p05_slice030_dice0.602.png new file mode 100644 index 0000000000000000000000000000000000000000..859e66519ec5d8343aceaf2d0001d9335f94da39 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0026_c07p05_slice030_dice0.602.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9909e9de878ab1561dbe74c022da095673894515332029cc10974c408332176c +size 357161 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0027_c08p04_slice042_dice0.615.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0027_c08p04_slice042_dice0.615.png new file mode 100644 index 0000000000000000000000000000000000000000..a1a732bda6d46a50f197ee988eccdd9d768aac98 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0027_c08p04_slice042_dice0.615.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fe42bed61173c2117f245527ec1e20cdb9139a3284403e18da60aa324bb3d491 +size 274348 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0028_105549_slice010_dice0.618.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0028_105549_slice010_dice0.618.png new file mode 100644 index 0000000000000000000000000000000000000000..d2fa23c9b74b6f14c39cade3beb2f9af7852cb87 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0028_105549_slice010_dice0.618.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:78a5f7798c062318cf48df73fc8c06e510f47adef163b72cea3ef9cf3740b8b9 +size 405524 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0029_c01p04_slice027_dice0.619.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0029_c01p04_slice027_dice0.619.png new file mode 100644 index 0000000000000000000000000000000000000000..600ad44c209001493217180318c46adf5f2907be --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0029_c01p04_slice027_dice0.619.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2352ac7dee503a496dd3c7a07f942f67171af0c14bfa20503cdd9329d7583906 +size 304854 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0030_c01p04_slice033_dice0.651.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0030_c01p04_slice033_dice0.651.png new file mode 100644 index 0000000000000000000000000000000000000000..f4ec75067372742b75e8524071345ed1f5fdb6a1 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/hard_slices/rank0030_c01p04_slice033_dice0.651.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b9b0d1d42e3e8cbf433a8186882be2702d06323d8a48cebf2df3838602e61b4d +size 323483 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/overview/confidence_vs_dice_scatter.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/overview/confidence_vs_dice_scatter.png new file mode 100644 index 0000000000000000000000000000000000000000..17b57ccee8d3ede2ed4e95d597d94a84f0ccb3bd Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_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_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/overview/dice_violin_all_slices.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/overview/dice_violin_all_slices.png new file mode 100644 index 0000000000000000000000000000000000000000..53284d8651867eac7fb862c8dc2b9f4deebf877f Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_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_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/overview/difficulty_score_histogram.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/overview/difficulty_score_histogram.png new file mode 100644 index 0000000000000000000000000000000000000000..626c75e844dd6e6de2eab6f4d830adea1f79caf0 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_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_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/overview/error_rate_histogram.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/overview/error_rate_histogram.png new file mode 100644 index 0000000000000000000000000000000000000000..ada5af99c179ecb0b7dc03029d555a88f1c0c2a1 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_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_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/overview/patient_ranking.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/overview/patient_ranking.png new file mode 100644 index 0000000000000000000000000000000000000000..31697ef2d032b5eec423a1981eed727a8f5785a5 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/overview/patient_ranking.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank001_c01p04_composite0.636.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank001_c01p04_composite0.636.png new file mode 100644 index 0000000000000000000000000000000000000000..e8806f32ef64416255956d2530b9363fbf3e6137 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank001_c01p04_composite0.636.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3697956587a03df2dc5d62856e8722a682453bed3342812ccff987e50b570ff7 +size 156846 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank002_107680_composite0.675.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank002_107680_composite0.675.png new file mode 100644 index 0000000000000000000000000000000000000000..ee6c89e3f3131b4d02ebbc91bf1a376c79b87af4 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank002_107680_composite0.675.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a2eeb83c614b0fbb2e8d367c4b498b22b38873a7e62a00a89c7bdc8d883533c8 +size 145113 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank003_c07p05_composite0.738.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank003_c07p05_composite0.738.png new file mode 100644 index 0000000000000000000000000000000000000000..fdd7cfcd5762bf6b3360c6911a75ff3d4cb91e69 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank003_c07p05_composite0.738.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a17a31499e78180a94208b515557de1724a7d28f42980b98475ab24ee7f44821 +size 154818 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank004_105074_composite0.776.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank004_105074_composite0.776.png new file mode 100644 index 0000000000000000000000000000000000000000..31301f9f540dd8ebf5552c71d66f43c8729fa089 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank004_105074_composite0.776.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:baad26e15f453a70194df4ecd2752638582939ee841b48a2281e68785f20f6e4 +size 144091 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank005_114585_composite0.780.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank005_114585_composite0.780.png new file mode 100644 index 0000000000000000000000000000000000000000..bcee7106a66f88900efd4e14bf9698afdfcce4b3 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank005_114585_composite0.780.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:398dfe9ce82358d972126fa072b7d24788c19cae454f49458f6002743593e8b1 +size 137033 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank006_110012_composite0.788.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank006_110012_composite0.788.png new file mode 100644 index 0000000000000000000000000000000000000000..c145bd68079a520e1471a4dd3ca4b1ea6e8f3698 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank006_110012_composite0.788.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0a1e02193a3b4d0403ee9726f89b4207fb867abaaa0e69d5694b4f52b67aca18 +size 134766 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank007_c08p04_composite0.791.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank007_c08p04_composite0.791.png new file mode 100644 index 0000000000000000000000000000000000000000..c6cf8795825f5714f0d9de656e04174026f17896 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank007_c08p04_composite0.791.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:932df8fd5417e359da836be636f9decfb3eb4d347930ffa398807f5200c85ae1 +size 150250 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank008_109816_composite0.793.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank008_109816_composite0.793.png new file mode 100644 index 0000000000000000000000000000000000000000..d3101cdd9a8e7b9d7fc02706409d7fa1187a4c57 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank008_109816_composite0.793.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:46330629de1e16fbe7d0d4d1ce4a0c7692610132cac0905bcc679b7189141ce9 +size 143781 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank009_105549_composite0.794.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank009_105549_composite0.794.png new file mode 100644 index 0000000000000000000000000000000000000000..51cac3a9dba3a953a40ccc72f706b31b07b6cf64 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank009_105549_composite0.794.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8010f0adc8d1cfb3fe2664e905cb315c4f93a751e04c6fa5025f34a30ebc97a2 +size 139892 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank010_111489_composite0.813.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank010_111489_composite0.813.png new file mode 100644 index 0000000000000000000000000000000000000000..760cabd13f235a732f4bf39471a7b33b793664bf --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/patient_summaries/rank010_111489_composite0.813.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1b9f271a559ea6947d9e82bf6e8691e5e3badac21296b124a54b0d0326cb4c69 +size 137581 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/tables/patient_difficulty_ranking.csv b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/tables/patient_difficulty_ranking.csv new file mode 100644 index 0000000000000000000000000000000000000000..6f755bd8e0c16d276081cef10852d111860387a9 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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 +c01p04,20,0.001992034912109375,0.810335615174501,0.13780417396158764,0.469525959261958,0.46190553283871455,0.28770332720907893,0.0,0.6361205740066078,1 +107680,7,0.0012664794921875,0.8856641842669175,0.09383890201364967,0.693548386537461,0.46405313045283914,0.4058353248434727,0.0,0.6748586573598783,2 +c07p05,20,0.002404022216796875,0.9259457103405141,0.052658939529055204,0.7717391300153592,0.5492896999518644,0.3058445539273406,0.0,0.7376177051461892,3 +105074,7,0.002635410853794643,0.7203844354769392,0.3488275024130395,0.0,0.8307119865375646,0.05858329004925907,0.7706422014813568,0.7755482110072519,4 +114585,7,0.006214686802455357,0.7788309481651775,0.3234989447590545,0.0,0.7818109117895335,0.08702375705731029,0.6311881187337639,0.7803209299773555,5 +110012,7,0.0017438616071428572,0.8868792986249605,0.04792103624834043,0.8337155962824704,0.688180457009271,0.20497746842184586,0.2739726023644211,0.7875298778171158,6 +c08p04,20,0.00123748779296875,0.8213952784304295,0.05196709416336495,0.7222222202160493,0.7604632785129273,0.12214067506833873,0.5084745760557311,0.7909292784716784,7 +109816,7,0.001957484654017857,0.9020871262594817,0.09757977704042703,0.6692607001286923,0.6842455811001871,0.14659582147208045,0.4094488185752372,0.7931663536798343,8 +105549,7,0.0026179722377232145,0.909448722633835,0.044342299167815555,0.8486352356267203,0.678545984278639,0.2080699140673247,0.3137254895809304,0.793997353456237,9 +111489,7,0.002094813755580357,0.9084822903026175,0.03572022286191566,0.8652710681231738,0.717501811239215,0.19388539211254904,0.3999999984,0.8129920507709163,10 +106063,7,0.004366193498883929,0.7898900610226341,0.3536429166105003,0.0,0.859532013332381,0.052000670654134815,0.7919463085919554,0.8247110371775076,11 +108807,7,0.0034877232142857145,0.8893264128228929,0.08074396165240848,0.7235294115519031,0.8103202391169859,0.06623719789697312,0.7243243239327977,0.8498233259699395,12 +106780,7,0.0020054408482142855,0.8768335269052638,0.08480976623977732,0.7203274214569813,0.8680771990840432,0.06865967629726515,0.7166123776167386,0.8724553629946535,13 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/tables/slice_difficulty_ranking.csv b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/error_analysis/tables/slice_difficulty_ranking.csv new file mode 100644 index 0000000000000000000000000000000000000000..755f35fdd1780c8f13c80d8f7a7ed30f4e8d9348 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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_040,0.0005645751953125,37,0.0,0.0,1.0,0.9997176326927922,0.9994354248031625,0.9994354248031625,0.9999999999984732,0.0005645751953125,0.0,65499,65536,37,,,0.0,0.0,0.0,0.0,0,0,0,0.0,0.0,0.0,0.0,0.0,1.0,37,0,37,0.6001129150390625,1 +c07p05,42,c07p05_slice_042,0.0001373291015625,9,0.0,0.0,0.9999998211860657,0.9999313307333115,0.9998626708969118,0.9998626708969118,0.9999999999984739,0.0001373291015625,0.0,65527,65536,9,,,0.0,0.0,0.0,0.0,0,0,0,0.0,0.0,0.0,0.0,0.0,1.0,9,0,9,0.6000275015830994,2 +c07p05,41,c07p05_slice_041,0.0003509521484375,23,0.20689655101070153,0.20689655101070153,0.9999849796295166,0.9998244850919166,0.9996490317839872,0.9996490317839872,0.9999999999984736,0.0003509682144873575,0.0,65510,65533,23,,,0.0,0.0,0.0,0.0,0,0,0,0.20689655101070153,0.1153846149408284,0.9999999666666678,0.1153846149408284,0.0,0.8846153846153846,26,3,23,0.4759352638973633,3 +c01p04,26,c01p04_slice_026,0.003753662109375,246,0.234762979630979,0.0,0.9999819993972778,0.9981166454845442,0.9962403716820574,0.9964840406001644,0.9997546087527993,0.0035159593983123396,0.00024539124566731084,65202,65416,246,0.469525959261958,0.3067846606764647,0.9541284394916253,0.3113772454157553,0.045871559633027525,0.688622754491018,334,109,235,0.0,0.0,0.0,0.0,1.0,0.0,0,11,11,0.459896544763832,4 +107680,9,107680_slice_009,0.0009002685546875,59,0.3467741932687305,0.0,0.9999366402626038,0.999549367203862,0.9990991403646204,0.9993738067949609,0.9997249893036122,0.0006261932035127912,0.0002750106948603557,65452,65475,59,0.693548386537461,0.5308641968754764,0.7818181803966942,0.6231884048939299,0.21818181818181817,0.37681159420289856,69,55,38,0.0,0.0,0.0,0.0,1.0,1.0,15,6,21,0.39212820969717843,5 +c01p04,31,c01p04_slice_031,0.002899169921875,190,0.3715083798363815,0.0,0.999936044216156,0.998542385883392,0.9970890148598175,0.9973029299972458,0.9997849264125729,0.002697070001225941,0.00021507358589117277,65094,65256,190,0.743016759672763,0.5911111109797531,0.9708029193537214,0.6018099546149751,0.029197080291970802,0.39819004524886875,442,274,184,0.0,0.0,0.0,0.0,1.0,0.0,0,6,6,0.37768759723931483,6 +c01p04,25,c01p04_slice_025,0.0019683837890625,129,0.38240917774714933,0.0,0.9999628067016602,0.9990118198593574,0.998025590790685,0.9981783669580286,0.999846665745128,0.0018216330404433152,0.00015333425333885337,65217,65326,129,0.7648183554942987,0.6191950462479272,0.9803921563821607,0.6269592474523639,0.0196078431372549,0.3730407523510972,319,204,123,0.0,0.0,0.0,0.0,1.0,0.0,0,6,6,0.3709556087691908,7 +c01p04,24,c01p04_slice_024,0.001434326171875,94,0.41279069755442127,0.0,0.9999415278434753,0.9992807626968344,0.9985625592546739,0.9992654710151814,0.9992960548449801,0.0007345289832894656,0.0007039451534906498,65346,65348,94,0.8255813951088425,0.7029702966816979,0.9220779214791702,0.7473684206592798,0.07792207792207792,0.25263157894736843,190,154,60,0.0,0.0,0.0,0.0,1.0,0.0,0,34,34,0.35262414113302715,8 +105549,15,105549_slice_015,0.0001220703125,8,0.4285714255102041,0.4285714255102041,0.9999808669090271,0.9999389583230326,0.999877924097783,0.9999389583222696,0.9999389583222696,6.104167620442858e-05,6.104167620442858e-05,65529,65529,8,,,0.0,0.0,0.0,0.0,0,0,0,0.4285714255102041,0.2727272702479339,0.42857142244897967,0.42857142244897967,0.5714285714285714,0.5714285714285714,7,7,8,0.3428853853745721,9 +114585,15,114585_slice_015,0.0025177001953125,165,0.44230769227071004,0.0,0.9997113347053528,0.9987292932552436,0.9974618118033481,0.9982757028035252,0.9991832960921501,0.001724297194937956,0.0008167039063101933,64895,64954,165,0.0,0.0,0.0,0.0,1.0,0.0,0,27,27,0.8846153845414201,0.793103448156956,0.9531531529814139,0.8252730107916891,0.04684684684684685,0.1747269890795632,641,555,138,0.3351766577355659,10 +c07p05,29,c07p05_slice_029,0.004486083984375,294,0.44878854623079356,0.0,0.9998427629470825,0.9977312674696294,0.9954728059317128,0.9975845036604097,0.9978780744671986,0.002415496338045616,0.002121925531255808,64564,64583,293,0.8975770924615871,0.814185814104477,0.8606124603103894,0.9378596086377607,0.13938753959873285,0.06214039125431531,869,947,186,0.0,0.0,0.0,0.0,1.0,1.0,103,6,109,0.3316555364689823,11 +105074,14,105074_slice_014,0.002166748046875,142,0.45073529408450475,0.0,0.999606728553772,0.9989051995304702,0.9978127936155171,0.9985510597287113,0.9992595906137697,0.0014489402697495182,0.000740409384688951,64829,64875,142,0.0,0.0,0.0,0.0,1.0,0.0,0,8,8,0.9014705881690095,0.8206157964095562,0.9387442571303608,0.8670438471192301,0.06125574272588055,0.13295615275813297,707,653,134,0.33007082744791777,12 +106063,14,106063_slice_014,0.0022125244140625,145,0.4672429481134103,0.0,0.9996290802955627,0.9988748612967814,0.9977522516222578,0.9981081164888532,0.9996427850326934,0.0018918835095989828,0.00035721496575395653,64387,64486,145,0.0,0.0,0.0,0.0,1.0,0.0,0,1,1,0.9344858962268205,0.8770281809669489,0.9790276452832194,0.8938207135862645,0.020972354623450904,0.1061792863359443,1149,1049,144,0.3201709199556538,13 +107680,12,107680_slice_012,0.0022735595703125,149,0.4720168954344236,0.0,0.9997297525405884,0.9988461687373688,0.9976949970591911,0.9984363872790066,0.9992562866999283,0.0015636127194476267,0.0007437132985234192,64541,64594,149,0.9440337908688472,0.8939999999106001,0.9490445858865133,0.9390756301534585,0.050955414012738856,0.06092436974789916,952,942,106,0.0,0.0,0.0,0.0,0.0,1.0,43,0,43,0.31729862414529064,14 +107680,13,107680_slice_013,0.001800537109375,118,0.47714158897127645,0.0,0.9997743368148804,0.9990838793818522,0.998169435781328,0.9995029126198066,0.9986651973474698,0.0004970873786407767,0.0013348026509801486,64429,64375,118,0.9542831779425529,0.9125636671551304,0.9380453751362962,0.9710930441760529,0.06195462478184991,0.028906955736224028,1107,1146,103,0.0,0.0,0.0,0.0,1.0,0.0,0,15,15,0.314120286676133,15 +c08p04,43,c08p04_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,,,0.0,0.0,0.0,0.0,0,0,0,0.3,16 +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,,,0.0,0.0,0.0,0.0,0,0,0,0.3,17 +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,,,0.0,0.0,0.0,0.0,0,0,0,0.3,18 +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,,,0.0,0.0,0.0,0.0,0,0,0,0.3,19 +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 +c01p04,32,c01p04_slice_032,0.0044097900390625,289,0.5144346868669666,0.2999999995,0.9998892545700073,0.9977786488950909,0.99556714471816,0.9962089236090491,0.999353328815361,0.0037910763894218225,0.0006466711831003264,64948,65153,289,0.7288693742339332,0.5734024178629703,0.9736070378376518,0.582456140248692,0.026392961876832845,0.41754385964912283,570,341,247,0.2999999995,0.17647058788927336,0.2142857137755102,0.4999999972222222,0.7857142857142857,0.5,18,42,42,0.29224329497363105,22 +c01p04,30,c01p04_slice_030,0.0022735595703125,149,0.524860537357617,0.2857142836734694,0.9999057054519653,0.9988579662594188,0.9977185380253905,0.9979477440484609,0.9997698504012278,0.002052255950010721,0.00023014959723820482,65175,65294,149,0.7640067910417646,0.6181318679620517,0.9453781508632865,0.6410256408430126,0.0546218487394958,0.358974358974359,351,238,139,0.2857142836734694,0.1666666652777778,0.4999999875000003,0.19999999800000004,0.5,0.8,10,4,10,0.28555724840909924,23 +110012,10,110012_slice_010,0.0027923583984375,183,0.5713297354817719,0.2739726023644211,0.9997057914733887,0.9985924051404145,0.9971887673574457,0.997602544989169,0.9995842315968593,0.0023974550092978222,0.00041576840160147826,64940,65069,183,0.8686868685991226,0.7678571427200256,0.9429824559335565,0.8052434455420893,0.05701754385964912,0.1947565543071161,534,456,130,0.2739726023644211,0.1587301584782061,0.9090909008264464,0.16129032232049947,0.09090909090909091,0.8387096774193549,62,11,53,0.2578194720959466,24 +110012,15,110012_slice_015,0.000274658203125,18,0.5714285700680272,0.5714285700680272,0.9999706149101257,0.9998626268785775,0.9997252914947199,0.9998778886940197,0.999847365527505,0.00012211130445400982,0.00015263447096892363,65516,65514,18,,,0.0,0.0,0.0,0.0,0,0,0,0.5714285700680272,0.39999999866666663,0.5454545429752066,0.599999997,0.45454545454545453,0.4,20,22,18,0.2572036666177835,25 +c07p05,30,c07p05_slice_030,0.0046539306640625,305,0.6015840953909385,0.2595419846337626,0.9998056292533875,0.9976327411297664,0.9952766636194768,0.9969750089182989,0.9982913417611633,0.003024991080154507,0.0017086582372860294,64378,64463,305,0.9436262061481144,0.8932692306833394,0.9547790338175972,0.9327309236011314,0.045220966084275435,0.06726907630522089,996,973,111,0.2595419846337626,0.14912280695213911,0.33999999966,0.20987654308032314,0.66,0.7901234567901234,162,100,194,0.2400192030475719,26 +c08p04,42,c08p04_slice_042,7.62939453125e-05,5,0.6153846106508877,0.6153846106508877,0.9999876022338867,0.9999618492427075,0.9999237013962645,0.999938960185256,0.9999847393465389,6.103981321817155e-05,1.5260651935050665e-05,65528,65531,5,,,0.0,0.0,0.0,0.0,0,0,0,0.6153846106508877,0.4444444395061729,0.7999999840000003,0.4999999937500001,0.2,0.5,8,5,5,0.23078697195175255,27 +105549,10,105549_slice_010,0.00408935546875,268,0.6175710078440669,0.3137254895809304,0.999563992023468,0.9979071656142642,0.9958230728453044,0.996786271449303,0.9990305835246122,0.0032137285491419657,0.0009694164738257552,63956,64100,268,0.9214165261072035,0.8542839274012329,0.9646892654685953,0.8818592639843861,0.03531073446327684,0.11814073595868302,1549,1416,233,0.3137254895809304,0.18604651119524065,0.39999999799999997,0.25806451529656604,0.6,0.7419354838709677,31,20,35,0.23036246798261623,28 +c01p04,27,c01p04_slice_027,0.0025177001953125,165,0.6190693410379773,0.6131386859822047,0.9999644756317139,0.9987370354770571,0.9974772570889114,0.9976755566414888,0.9998007754417424,0.002324443356985564,0.00019922455672536128,65253,65392,165,0.6131386859822047,0.44210526300277003,0.9402985067609713,0.45487364604517194,0.05970149253731343,0.5451263537906137,277,134,159,0.62499999609375,0.4545454504132232,0.4999999950000001,0.8333333194444447,0.5,0.16666666666666666,6,10,6,0.22906904028993336,29 +c01p04,33,c01p04_slice_033,0.0045166015625,296,0.6512356418795888,0.5490196073048828,0.9998803734779358,0.9977223060104976,0.9954549642216696,0.9961432676188194,0.9993063583799625,0.0038567323796499745,0.0006936416184971098,64875,65081,296,0.7534516764542948,0.6044303796511977,0.9947916664076063,0.6063492062529605,0.005208333333333333,0.39365079365079364,630,384,250,0.5490196073048828,0.3783783778670563,0.39436619662765326,0.9032258035379812,0.6056338028169014,0.0967741935483871,31,71,46,0.21018586048915955,30 +c08p04,27,c08p04_slice_027,0.004150390625,272,0.6539818601351779,0.5084745760557311,0.9997016787528992,0.9979162341499251,0.9958411344019584,0.9987686814101695,0.9970652407716464,0.0012313185882932385,0.0029347592268215484,65082,64971,271,0.7994891442146247,0.6659574466668176,0.788413098038183,0.8108808288054712,0.21158690176322417,0.18911917098445596,386,397,157,0.5084745760557311,0.34090909071539255,0.35714285693027215,0.8823529398788929,0.6428571428571429,0.11764705882352941,68,168,116,0.20850062629331342,31 +109816,11,109816_slice_011,0.00262451171875,172,0.6553856503404507,0.4094488185752372,0.9997441172599792,0.9986765362175107,0.9973565709176735,0.9980775146093539,0.9992762772920463,0.0019224853891110427,0.0007237227064149548,64942,65020,172,0.9013224821056641,0.8203703702184499,0.9040816324685548,0.8985801215215862,0.09591836734693877,0.10141987829614604,493,490,97,0.4094488185752372,0.2574257423193805,0.9999999961538462,0.2574257423193805,0.0,0.7425742574257426,101,26,75,0.2073446886874837,32 +c08p04,32,c08p04_slice_032,0.0020599365234375,135,0.6564885494512751,0.6564885494512751,0.9998830556869507,0.998966934242687,0.9979360007323407,0.9998468184170217,0.9980885973347431,0.00015318158144664686,0.0019114026637307522,65397,65282,135,,,0.0,0.0,0.0,0.0,0,0,0,0.6564885494512751,0.48863636345127404,0.5078740155480811,0.9280575532891673,0.4921259842519685,0.07194244604316546,139,254,135,0.2065422464965323,33 +111489,10,111489_slice_010,0.0023345947265625,153,0.6649033562465461,0.3999999984,0.9996157884597778,0.9988146977471519,0.9976322020505476,0.9984047578468902,0.9992249744226072,0.0015952421515634922,0.0007750255758440028,64514,64567,153,0.9298067140930922,0.8688212926930777,0.9481327799846335,0.9121756486115593,0.05186721991701245,0.08782435129740519,1002,964,138,0.3999999984,0.24999999874999998,0.9999999800000003,0.24999999874999998,0.0,0.75,20,5,15,0.2016017475054293,34 +c07p05,31,c07p05_slice_031,0.0047607421875,312,0.6669352627644884,0.3777777776728395,0.9997787475585938,0.9975832459097815,0.9951781450572186,0.995950223434403,0.9992216323909908,0.0040497765640516385,0.0007783676074536482,64237,64448,311,0.9560927478561375,0.9158790169266654,0.9958890029808953,0.919354838622452,0.0041109969167523125,0.08064516129032258,1054,973,89,0.3777777776728395,0.2328767122490148,0.5913043473119093,0.27755102029487716,0.40869565217391307,0.7224489795918367,245,115,224,0.20083524126708815,35 +c01p04,29,c01p04_slice_029,0.0017547607421875,115,0.6729483268245426,0.5714285687074829,0.9999387860298157,0.9991193205742036,0.998240190976008,0.9984082525965404,0.9998314021197354,0.0015917474019315242,0.00016859787873214395,65244,65337,115,0.7744680849416025,0.6319444442250193,0.9479166661729601,0.6546762587573106,0.052083333333333336,0.34532374100719426,278,192,106,0.5714285687074829,0.39999999733333336,0.8571428448979593,0.4285714255102041,0.14285714285714285,0.5714285714285714,14,7,9,0.19659419884774876,36 +c08p04,33,c08p04_slice_033,0.0006561279296875,43,0.6814814809766804,0.6814814809766804,0.9999337196350098,0.9996715977905407,0.999343411206292,0.999770859428371,0.999572355859489,0.0002291405701017384,0.00042764413898434516,65475,65462,43,,,0.0,0.0,0.0,0.0,0,0,0,0.6814814809766804,0.5168539320035349,0.6216216207815924,0.7540983594195109,0.3783783783783784,0.2459016393442623,61,74,43,0.1912555930729273,37 +c08p04,36,c08p04_slice_036,0.0003204345703125,21,0.6865671631543774,0.6865671631543774,0.9999521374702454,0.9998397007740164,0.9996794529314798,0.9998778625938933,0.9998015418655067,0.00012213740458015266,0.0001984581329669491,65505,65500,21,,,0.0,0.0,0.0,0.0,0,0,0,0.6865671631543774,0.5227272715392561,0.6388888871141976,0.7419354814776274,0.3611111111111111,0.25806451612903225,31,36,21,0.18813336152738702,38 +109816,9,109816_slice_009,0.0015106201171875,99,0.6887970159931656,0.6692607001286923,0.9999272227287292,0.9992429282609533,0.9984870019699563,0.9990519297801103,0.9994339997843089,0.0009480702183619793,0.0005660002141622432,65371,65396,99,0.6692607001286923,0.5029239763140796,0.7166666660694445,0.6277372258191699,0.2833333333333333,0.3722627737226277,137,120,85,0.7083333318576389,0.5483870950052029,0.84999999575,0.6071428549744898,0.15,0.39285714285714285,28,20,14,0.18703846988179232,39 +c01p04,37,c01p04_slice_037,0.001220703125,80,0.6962739197727011,0.4090909086260331,0.9999215602874756,0.9993886915670394,0.9987781300734687,0.9993036319447249,0.9994737656694018,0.000696368053728664,0.0005262343290512305,64610,64621,79,0.9834569309193693,0.9674523006770537,0.994232987197897,0.9729119637728091,0.0057670126874279125,0.02708803611738149,886,867,29,0.4090909086260331,0.25714285677551024,0.37499999921875,0.449999998875,0.625,0.55,40,48,52,0.1824954767038842,40 +c07p05,26,c07p05_slice_026,0.003143310546875,206,0.6985430673974081,0.4777777775123457,0.9997673630714417,0.9984093155416062,0.9968236836003441,0.9988258014662049,0.9979931767995832,0.0011741985322518346,0.002006823198876179,64779,64725,206,0.9193083572824705,0.8506666665532445,0.9219653177858432,0.9166666665349618,0.07803468208092486,0.08333333333333333,696,692,112,0.4777777775123457,0.31386861290958495,0.3613445375114752,0.7049180316312819,0.6386554621848739,0.29508196721311475,61,119,94,0.1815493490566418,41 +c08p04,26,c08p04_slice_026,0.0035247802734375,231,0.7149446443616889,0.6072874491468472,0.999719500541687,0.998231639807327,0.9964695227700485,0.999368822930202,0.9970970417457728,0.0006311770682594907,0.002902958252695604,65106,64958,230,0.8226018395765307,0.6986607141297632,0.7364705880620069,0.9315476187703726,0.2635294117647059,0.06845238095238096,336,425,135,0.6072874491468472,0.4360465113743916,0.490196078110983,0.7978723395767316,0.5098039215686274,0.20212765957446807,94,153,97,0.17179426932933675,42 +108807,9,108807_slice_009,0.0022125244140625,145,0.7239268677423504,0.7235294115519031,0.9997815489768982,0.9988892889143383,0.9977810424494264,0.9984839203660054,0.9992949867411539,0.0015160796324655437,0.0007050132573145126,65247,65300,145,0.7235294115519031,0.5668202762364883,0.8661971824885936,0.6212121208983777,0.13380281690140844,0.3787878787878788,198,142,94,0.7243243239327977,0.567796609688308,0.7127659566885469,0.7362637354546553,0.2872340425531915,0.26373626373626374,91,94,51,0.16613007444202263,43 +c07p05,39,c07p05_slice_039,0.00091552734375,60,0.7272727269421487,0.7272727269421487,0.999975323677063,0.9995414666944338,0.9990833537017246,0.9990833537017246,0.9999999999984709,0.0009166462967489611,0.0,65396,65456,60,,,0.0,0.0,0.0,0.0,0,0,0,0.7272727269421487,0.5714285710204082,0.9999999987500001,0.5714285710204082,0.0,0.42857142857142855,140,80,60,0.16382440456804814,44 +c08p04,35,c08p04_slice_035,0.0001373291015625,9,0.7272727250688705,0.7272727250688705,0.9999849200248718,0.9999313181564268,0.9998626457465969,0.9998779054667828,0.9999847365513768,0.00012209453169116188,1.5263447096892362e-05,65516,65523,9,,,0.0,0.0,0.0,0.0,0,0,0,0.7272727250688705,0.5714285687074829,0.9230769159763315,0.599999997,0.07692307692307693,0.4,20,13,9,0.1636668467740158,45 +c01p04,38,c01p04_slice_038,0.001495361328125,98,0.7280034947570437,0.47619047581254725,0.9998698234558105,0.9992498704665502,0.9985008654781798,0.9994740180365411,0.9990258234096195,0.0005259819619127179,0.0009741765888356271,64670,64641,97,0.9798165137015402,0.9604316545610994,0.9828220857689789,0.9768292681735574,0.01717791411042945,0.023170731707317073,820,815,33,0.47619047581254725,0.31249999967447917,0.37499999953125,0.6521739116257089,0.625,0.34782608695652173,46,80,66,0.16352301072023664,46 +c08p04,24,c08p04_slice_024,0.0029449462890625,193,0.7331758881981929,0.6432748534249855,0.9997472763061523,0.9985628760914852,0.9971298769054898,0.9992617088348854,0.9978650201195007,0.0007382911635776359,0.0021349798789666082,65106,65015,187,0.8230769229714004,0.6993464050763951,0.7925925923968907,0.8559999997717332,0.2074074074074074,0.144,375,405,138,0.6432748534249855,0.47413793062574316,0.47413793062574316,0.9999999981818182,0.5258620689655172,0.0,55,116,61,0.16073400107766628,47 +c01p04,34,c01p04_slice_034,0.0043792724609375,287,0.7344021735648911,0.6399999993600001,0.9997944235801697,0.9977915057907353,0.9955927449786639,0.9962375291036434,0.9993503379773866,0.0037624708948204347,0.0006496620210676113,64649,64851,286,0.8288043477697823,0.7076566124469076,0.988654781039116,0.7134502923142164,0.011345218800648298,0.28654970760233917,855,617,252,0.6399999993600001,0.47058823460207616,0.47058823460207616,0.999999996875,0.5294117647058824,0.0,32,68,36,0.16027566563721887,48 +c07p05,25,c07p05_slice_025,0.00543212890625,356,0.7394247747357372,0.5611510790357642,0.9997038841247559,0.9972511092347264,0.9945172898407783,0.9955782312909778,0.9989296185393188,0.004421768707482994,0.001070381459131595,64463,64680,355,0.9176984704357102,0.8479138626045877,0.9319526625840308,0.9038737444901186,0.06804733727810651,0.09612625538020086,697,676,113,0.5611510790357642,0.3899999999025,0.8666666661851852,0.4148936169109325,0.13333333333333333,0.5851063829787234,376,180,244,0.1574907841148565,49 +105074,9,105074_slice_009,0.0017242431640625,113,0.7418991675111284,0.5726872244173185,0.9997853636741638,0.9991351930501671,0.9982718805900102,0.9986689717408952,0.9996018498652421,0.0013310282575769166,0.00039815013322716,65302,65363,113,0.5726872244173185,0.4012345676535589,0.8333333322649573,0.43624161044547544,0.16666666666666666,0.5637583892617449,149,78,97,0.9111111106049383,0.8367346930237402,0.8631578938282549,0.9647058812179932,0.1368421052631579,0.03529411764705882,85,95,16,0.1552482753913027,50 +109816,10,109816_slice_010,0.0009307861328125,61,0.7458492971804013,0.528735631576166,0.9998920559883118,0.9995323699635865,0.9990651770784499,0.9993561639620453,0.9997086381116687,0.0006438360364227244,0.00029136188679823957,65211,65234,61,0.9629629627846366,0.9285714282397959,0.9523809520320948,0.9737827711708678,0.047619047619047616,0.026217228464419477,267,273,20,0.528735631576166,0.3593749994384766,0.7931034455410225,0.3965517234542212,0.20689655172413793,0.603448275862069,58,29,41,0.1526981677206594,51 +c08p04,34,c08p04_slice_034,0.0003204345703125,21,0.7469879509072435,0.7469879509072435,0.9999783635139465,0.9998396811938408,0.9996794137836811,0.9997557251893133,0.9999236512986915,0.00024427480916030533,7.634869978164272e-05,65489,65500,21,,,0.0,0.0,0.0,0.0,0,0,0,0.7469879509072435,0.5961538450073964,0.8611111087191358,0.6595744666817565,0.1388888888888889,0.3404255319148936,47,36,21,0.15187564366692713,52 +110012,11,110012_slice_011,0.00494384765625,324,0.769316814245777,0.7049180322090837,0.999602735042572,0.9975078556715652,0.9950281020304567,0.9959661839466547,0.9990543075500379,0.004033816051805944,0.0009456924484132521,64503,64703,322,0.8337155962824704,0.7148475908834958,0.964190981304484,0.7343434342692583,0.03580901856763926,0.26565656565656565,990,754,290,0.7049180322090837,0.5443037967793624,0.5443037967793624,0.9999999976744186,0.45569620253164556,0.0,43,79,36,0.13947813397526937,53 +c08p04,40,c08p04_slice_040,0.0002288818359375,15,0.7692307680473374,0.7692307680473374,0.9999550580978394,0.9998855023006405,0.9997710308177256,0.9998931346640614,0.9998778700522107,0.00010686533441216433,0.00012212994626282364,65504,65503,15,,,0.0,0.0,0.0,0.0,0,0,0,0.7692307680473374,0.6249999984375,0.7575757552800735,0.7812499975585937,0.24242424242424243,0.21875,32,33,15,0.13851630391921718,54 +105074,15,105074_slice_015,0.000762939453125,50,0.7706422014813568,0.7706422014813568,0.9999607801437378,0.9996178947521668,0.999236081401639,0.9993124207358637,0.999923555581207,0.0006875792626094397,7.64444172642072e-05,65407,65447,50,,,0.0,0.0,0.0,0.0,0,0,0,0.7706422014813568,0.6268656711739808,0.943820223658629,0.6511627901928971,0.056179775280898875,0.3488372093023256,129,89,50,0.13777511097306339,55 +c01p04,28,c01p04_slice_028,0.0012664794921875,83,0.7717299564811373,0.7333333308888889,0.9999271631240845,0.9993647002985148,0.9987302072959554,0.9990511753167864,0.9996784221230269,0.0009488246816846229,0.0003215778754421696,65303,65344,83,0.8101265820733856,0.6808510635400634,0.9142857137632653,0.7272727269421487,0.08571428571428572,0.2727272727272727,220,175,75,0.7333333308888889,0.5789473653739612,0.6470588197231834,0.8461538396449705,0.35294117647058826,0.15384615384615385,13,17,8,0.13722988938493821,56 +c08p04,28,c08p04_slice_028,0.0033416748046875,219,0.7753603543645521,0.7212276212989187,0.999785304069519,0.9983234638152747,0.996652539768754,0.9981085361900104,0.9985384840217865,0.0018914638084546894,0.0014615159766772818,65001,65029,218,0.8294930874301855,0.7086614171368343,0.9183673466264056,0.7563025207965539,0.08163265306122448,0.24369747899159663,357,294,111,0.7212276212989187,0.5639999997744,0.6619718306751307,0.7921348310156546,0.3380281690140845,0.20786516853932585,178,213,109,0.13549506152830243,57 +114585,11,114585_slice_011,0.0086517333984375,567,0.7801713572213835,0.6311881187337639,0.9992766976356506,0.9955166169822993,0.991073255977154,0.9946907688888621,0.9963438375445207,0.005309231109566097,0.003656162453902281,63181,63286,567,0.929154595709003,0.867683226715805,0.8999999999540816,0.9602612955383635,0.1,0.03973870440936309,1837,1960,269,0.6311881187337639,0.4611211572403036,0.8793103445243756,0.4922779921829579,0.1206896551724138,0.5077220077220077,518,290,298,0.13377219281972724,58 +c01p04,41,c01p04_slice_041,0.0005340576171875,35,0.7791986350491196,0.6956521729048519,0.999954342842102,0.9997326223627018,0.9994653876687856,0.9998319173629365,0.9996333470812906,0.0001680826355357252,0.0003666529171822723,65457,65444,35,0.6956521729048519,0.5333333321481482,0.685714283755102,0.7058823508650519,0.3142857142857143,0.29411764705882354,34,35,21,0.8627450971933872,0.7586206883472056,0.7719298232071407,0.9777777756049383,0.22807017543859648,0.022222222222222223,45,57,14,0.13259676192554534,59 +105549,9,105549_slice_009,0.0039520263671875,259,0.7809710881445486,0.6909090905950414,0.9995421171188354,0.9979980057346716,0.9960040114155735,0.9969422738348257,0.9990559759800067,0.003057726163634679,0.0009440240184471579,64617,64754,259,0.8710330856940558,0.7715311003861806,0.9817351596679247,0.7827669901962662,0.0182648401826484,0.21723300970873785,824,657,191,0.6909090905950414,0.5277777774112654,0.6079999995136001,0.7999999991578948,0.392,0.2,95,125,68,0.13229932896294122,60 +c07p05,36,c07p05_slice_036,0.0025634765625,168,0.7884130981374795,0.7884130981374795,0.9999167919158936,0.9987104499600863,0.9974242215154203,0.9980516093384707,0.9993701609914597,0.001948390659998159,0.0006298390070050387,65096,65182,168,,,0.0,0.0,0.0,0.0,0,0,0,0.7884130981374795,0.6507276505923643,0.8841807907106833,0.7113636362019627,0.11581920903954802,0.28863636363636364,440,354,168,0.1274814780468336,61 +107680,10,107680_slice_010,0.0016937255859375,111,0.7894736838052734,0.7368421046168052,0.999756932258606,0.9991490666556793,0.9982995802552187,0.9988810545662188,0.9994172226040957,0.0011189454322501533,0.0005827773943715973,65205,65240,111,0.8421052629937417,0.7272727270278543,0.9191489357790856,0.7769784169866983,0.08085106382978724,0.22302158273381295,278,235,81,0.7368421046168052,0.5833333325231482,0.6885245890352055,0.7924528286934852,0.3114754098360656,0.20754716981132076,53,61,30,0.1267031483823023,62 +111489,12,111489_slice_012,0.002105712890625,138,0.7898303660162271,0.6153846106508877,0.9995960593223572,0.9989162530619786,0.9978348525958268,0.9990731722627179,0.9987593831448871,0.0009268277357127148,0.0012406168535443953,63678,63658,138,0.9642761213815666,0.9310165974620842,0.9593800106381946,0.9692224621506899,0.040619989310529125,0.030777537796976243,1852,1871,133,0.6153846106508877,0.4444444395061729,0.5714285632653062,0.6666666555555557,0.42857142857142855,0.3333333333333333,6,7,5,0.12660371110391727,63 +106780,9,106780_slice_009,0.004119873046875,270,0.7920295387301959,0.7203274214569813,0.9996120929718018,0.997920869845684,0.9958503673178067,0.997260442637059,0.9985821723569865,0.002739557361406101,0.0014178276414745408,64888,64974,270,0.7203274214569813,0.5628997866603624,0.7880597012572955,0.6633165827479104,0.21194029850746268,0.33668341708542715,398,335,205,0.8637316560034105,0.7601476011955174,0.9074889863843661,0.8239999996704,0.09251101321585903,0.176,250,227,65,0.12568383277689713,64 +110012,9,110012_slice_009,0.0013580322265625,89,0.7933556836475132,0.7058823519031142,0.9998083710670471,0.999317615487062,0.9986361616363016,0.9990648331248385,0.9995705257975956,0.0009351668736298272,0.0004294742008712191,65196,65229,89,0.8808290153919122,0.7870370367941243,0.9010600703529822,0.8614864861954437,0.0989399293286219,0.13851351351351351,296,283,69,0.7058823519031142,0.545454544214876,0.9999999958333333,0.545454544214876,0.0,0.45454545454545453,44,24,20,0.12429652204339516,65 +107680,15,107680_slice_015,0.000244140625,16,0.7948717938527285,0.7948717938527285,0.99997878074646,0.9998778570003207,0.9997557438348221,0.9997710063492309,0.9999847304916781,0.00022899364924279433,1.5269506794930524e-05,65490,65504,16,,,0.0,0.0,0.0,0.0,0,0,0,0.7948717938527285,0.6595744666817565,0.9687499969726562,0.6739130420132325,0.03125,0.32608695652173914,46,32,16,0.12312999566407087,66 +c07p05,37,c07p05_slice_037,0.0016326904296875,107,0.8043875684087043,0.8043875684087043,0.9999256134033203,0.9991802336709449,0.9983618102746672,0.9985911394909747,0.9997700233027723,0.0014088605074960567,0.00022997669569483625,65224,65301,107,,,0.0,0.0,0.0,0.0,0,0,0,0.8043875684087043,0.6727828744119929,0.9361702123675871,0.7051282049022024,0.06382978723404255,0.2948717948717949,312,235,107,0.11770887436005086,67 +c07p05,32,c07p05_slice_032,0.0028076171875,184,0.8064360227531056,0.6426592796003714,0.9998637437820435,0.9985795344280503,0.997163098576903,0.9974104913848484,0.9997513211050673,0.002589508613604999,0.00024867889337892445,64340,64491,183,0.9702127659058397,0.9421487602332491,0.989154012907901,0.9519832984392502,0.010845986984815618,0.04801670146137787,958,922,56,0.6426592796003714,0.47346938756184925,0.9430894301275696,0.48739495777840547,0.056910569105691054,0.5126050420168067,238,123,129,0.11672716102922798,68 +c08p04,30,c08p04_slice_030,0.00140380859375,92,0.8064444433819802,0.7222222202160493,0.9998481273651123,0.9992938611969058,0.9985887189541202,0.9996928605417945,0.9988951802221933,0.00030713945667030113,0.0011048197762739953,65169,65117,92,0.7222222202160493,0.5652173888468809,0.5652173888468809,0.9999999923076924,0.43478260869565216,0.0,13,23,10,0.8906666665479112,0.8028846151916142,0.8434343432213549,0.9435028245922308,0.15656565656565657,0.05649717514124294,354,396,82,0.11644447021653942,69 +105549,13,105549_slice_013,0.0026397705078125,173,0.8089330022547107,0.769230768882701,0.9995507597923279,0.9986696912599495,0.9973429172602907,0.9996459305084751,0.99769535691086,0.00035406948998599117,0.0023046430876071658,65086,64959,173,0.8486352356267203,0.7370689653583903,0.7533039645917833,0.9715909088148889,0.24669603524229075,0.028409090909090908,352,454,122,0.769230768882701,0.6249999995404412,0.6910569100072709,0.8673469378904624,0.3089430894308943,0.1326530612244898,98,123,51,0.11525800079027053,70 +106780,10,106780_slice_010,0.003387451171875,222,0.8157529972903814,0.7166123776167386,0.9996174573898315,0.9982890366726809,0.9965839181361539,0.9974010303043,0.999178625668724,0.0025989696941569594,0.0008213743297275517,64526,64641,221,0.9148936169640242,0.8431372548047131,0.9568062825972767,0.8764988008541369,0.04319371727748691,0.12350119904076738,834,764,136,0.7166123776167386,0.5583756342343271,0.8396946558475614,0.6249999996448864,0.16030534351145037,0.375,176,131,87,0.11130220038217983,71 +c01p04,39,c01p04_slice_039,0.0013885498046875,91,0.8161616057847292,0.6625766867100756,0.9998613595962524,0.9993060160688129,0.9986129946970185,0.9996451767158796,0.9989670854836985,0.00035482328257817683,0.0010329145147614275,64865,64821,90,0.9697465248593828,0.9412698411204334,0.9737274218433946,0.9657980454453098,0.026272577996715927,0.03420195439739414,614,609,37,0.6625766867100756,0.49541284358219007,0.5094339617835529,0.9473684193905817,0.49056603773584906,0.05263157894736842,57,106,55,0.11060847457084949,72 +114585,14,114585_slice_014,0.0094451904296875,619,0.8199458911132794,0.7713310579327268,0.9992458820343018,0.9951492243475902,0.99034528156828,0.9914641226389175,0.9988618220316494,0.008535877359526762,0.0011381779667715265,63259,63731,616,0.7713310579327268,0.6277777776615227,0.9039999997589333,0.6726190474855914,0.096,0.3273809523809524,504,375,201,0.868560724293832,0.767660044107745,0.9727272726592497,0.7845459672428343,0.02727272727272727,0.21545403271291597,1773,1430,421,0.11007232701110949,73 +c07p05,34,c07p05_slice_034,0.0038299560546875,251,0.8221400991813934,0.6734693876569287,0.9997647404670715,0.9980611921729339,0.99612988774979,0.9979609805814326,0.9981614238906771,0.0020390194170258123,0.0018385761077807305,64724,64737,251,0.9708108107058583,0.9432773107262022,0.9846491225910857,0.9573560765549347,0.015350877192982455,0.042643923240938165,469,456,27,0.6734693876569287,0.5076923075807269,0.6734693875587552,0.6734693875587552,0.32653061224489793,0.32653061224489793,343,343,224,0.10752898360868714,74 +108807,10,108807_slice_010,0.0022125244140625,145,0.8226946992245332,0.7854545451689255,0.9996806383132935,0.9988861832950547,0.9977748450049141,0.9994158968273984,0.9983570309845555,0.0005841031710653734,0.0016429690139114946,65126,65057,145,0.859934853280141,0.7542857140702041,0.8123076920577514,0.913494809372493,0.18769230769230769,0.08650519031141868,289,325,86,0.7854545451689255,0.6467065864390978,0.7012987008433126,0.8925619827334199,0.2987012987012987,0.10743801652892562,121,154,59,0.10688955768543389,75 +108807,11,108807_slice_011,0.005096435546875,334,0.8241504419259944,0.7251308899574437,0.9994989037513733,0.9974272278566729,0.9948676600545875,0.9979934983108086,0.9968615996504305,0.0020065016876390164,0.0031384003480206327,64364,64291,331,0.923169993894545,0.8573033706901907,0.9115890082542905,0.9350490194932538,0.0884109916367981,0.06495098039215687,816,837,127,0.7251308899574437,0.5687885009098996,0.6789215684610486,0.7780898874218848,0.32107843137254904,0.22191011235955055,356,408,210,0.1066292412035037,76 +c01p04,35,c01p04_slice_035,0.0021514892578125,141,0.8264913602993874,0.7222222212191358,0.9998387694358826,0.9989167272775817,0.9978357989750996,0.9981907029953945,0.9996438084603239,0.0018092970030618872,0.00035619153812798115,64572,64666,140,0.930760499379639,0.8704883226252136,0.9939393938189165,0.8751334043889932,0.006060606060606061,0.1248665955176094,937,825,122,0.7222222212191358,0.5652173900756143,0.5777777764938271,0.9629629593964334,0.4222222222222222,0.037037037037037035,27,45,20,0.10456772778475354,77 +111489,11,111489_slice_011,0.0045013427734375,295,0.8275645315535618,0.7499999984375,0.9996089339256287,0.9976960504830502,0.9954026929295047,0.9975791841053951,0.9978129442441414,0.002420815893046792,0.002187055754299908,64013,64028,295,0.9051290646696236,0.8266993263425169,0.9127789046035985,0.897606382919042,0.0872210953346856,0.1023936170212766,1504,1479,283,0.7499999984375,0.599999998,0.6206896530321047,0.9473684160664819,0.3793103448275862,0.05263157894736842,19,29,12,0.10443976283742468,78 +109816,12,109816_slice_012,0.00262451171875,172,0.8290909080059099,0.7428571407346939,0.9997283220291138,0.9986678232844363,0.997339191236352,0.9976015473872377,0.9997363809744604,0.0023984526112185685,0.0002636190239893312,64487,64625,172,0.9153246752771259,0.8438697317199357,0.9910011247479189,0.8503861003040167,0.008998875140607425,0.14961389961389962,1036,889,163,0.7428571407346939,0.5909090882231405,0.5909090882231405,0.9999999923076924,0.4090909090909091,0.0,13,22,9,0.1031246931343813,79 +114585,10,114585_slice_010,0.0050048828125,328,0.8312182291906803,0.7239057237838543,0.9994400143623352,0.9974336906337552,0.9948805194384259,0.9975897957571053,0.9972776343565716,0.0024102042413334376,0.002722365641868106,63915,63895,328,0.9385307345975064,0.8841807908980098,0.9007194243956317,0.9796557119734228,0.09928057553956834,0.02034428794992175,1278,1390,164,0.7239057237838543,0.5672823217500574,0.8565737048380184,0.6268221572516554,0.14342629482071714,0.37317784256559766,343,251,164,0.10238203617562476,80 +c07p05,35,c07p05_slice_035,0.0018768310546875,123,0.8314790013844018,0.7717391300153592,0.9998541474342346,0.9990701248791554,0.9981419774872193,0.9983719358588831,0.9997692911069416,0.0016280641395834614,0.0002307088915206792,65017,65108,121,0.7717391300153592,0.6283185835147623,0.887499998890625,0.6826923070358728,0.1125,0.3173076923076923,104,80,42,0.8912188727534445,0.803782505720146,0.9770114939721231,0.8192771082363187,0.022988505747126436,0.18072289156626506,415,348,83,0.1015171358934495,81 +c01p04,36,c01p04_slice_036,0.0012359619140625,81,0.8353101193189167,0.6999999993,0.9999167323112488,0.999395976271935,0.9987926817927146,0.9993031143031929,0.9994888554994509,0.0006968856952596287,0.0005111444990009449,64561,64573,78,0.9706202393378335,0.9429175474690362,0.9878183830578274,0.9540106950851326,0.012181616832779624,0.045989304812834225,935,903,54,0.6999999993,0.5384615376331362,0.5833333323611111,0.8749999978124999,0.4166666666666667,0.125,40,60,30,0.09907777432921269,82 +109816,14,109816_slice_014,0.002716064453125,178,0.8431153624865866,0.7348837205884262,0.9997263550758362,0.9986133831884407,0.9972306064645156,0.998924647391882,0.9983023129024245,0.0010753526065612094,0.0016976870960205591,64205,64165,178,0.9513470043847468,0.9072085888874839,0.9278431371821299,0.976072607180192,0.07215686274509804,0.02392739273927393,1212,1275,121,0.7348837205884262,0.5808823525140571,0.8229166658094619,0.6638655456606172,0.17708333333333334,0.33613445378151263,119,96,57,0.09472872438350581,83 +110012,12,110012_slice_012,0.0019683837890625,129,0.8440105612525195,0.7237354082787021,0.9996902942657471,0.9990014784303868,0.9980049489622672,0.9985763582609929,0.9994269607220304,0.0014236417374618943,0.0005730392764217569,64568,64623,129,0.964285714226337,0.9310344826479151,0.969059405820661,0.9595588234118189,0.03094059405940594,0.04044117647058824,816,808,58,0.7237354082787021,0.567073170385931,0.8857142848707483,0.6118421048606302,0.11428571428571428,0.3881578947368421,152,105,71,0.09404928115315138,84 +114585,12,114585_slice_012,0.00653076171875,428,0.8469509067562028,0.721991701169918,0.9993830323219299,0.996559817380159,0.993143223324266,0.9943858073193121,0.9987433542758196,0.005614192679092746,0.0012566457225712904,62070,62342,428,0.9719101123424876,0.9453551912245439,0.9857549857198806,0.9584487534294166,0.014245014245014245,0.04155124653739612,2888,2808,160,0.721991701169918,0.5649350648433548,0.9015544039115143,0.6020761244633087,0.09844559585492228,0.39792387543252594,578,386,268,0.09325900182564235,85 +114585,9,114585_slice_009,0.00299072265625,196,0.8468699236164619,0.7880794699377219,0.9996451139450073,0.9985077973380044,0.9970200413781969,0.9988089713828324,0.9982068048648175,0.001191028615622583,0.0017931951336394132,64689,64650,193,0.9056603772952019,0.8275862067908575,0.9037656902505209,0.9075630250829744,0.09623430962343096,0.09243697478991597,714,717,135,0.7880794699377219,0.6502732236883753,0.7041420114176675,0.8947368414325287,0.2958579881656805,0.10526315789473684,133,169,64,0.09254716757237143,86 +c07p05,33,c07p05_slice_033,0.002593994140625,170,0.8477257666637181,0.7206823026181913,0.9997977018356323,0.9986974522779088,0.9973982934028194,0.9981402557132923,0.9992552712814,0.0018597442851607904,0.000744728717049633,64453,64525,168,0.9747692307092449,0.9507803120107107,0.981412639283592,0.9682151588058417,0.01858736059479554,0.03178484107579462,818,807,41,0.7206823026181913,0.5633333331455556,0.8284313721429258,0.6377358488159487,0.1715686274509804,0.3622641509433962,265,204,131,0.09192379846276766,87 +105549,11,105549_slice_011,0.005279541015625,346,0.8501920098315245,0.7661016946555587,0.9993528723716736,0.9972661620383707,0.9945472310634561,0.9974395448063894,0.9970928395358069,0.0025604551920341396,0.0029071604626177082,63292,63270,346,0.9342823250074904,0.876669634867468,0.922680412327897,0.9461797212423749,0.07731958762886598,0.05382027871215762,2081,2134,277,0.7661016946555587,0.6208791205379786,0.8560606054120753,0.6932515333170236,0.14393939393939395,0.3067484662576687,163,132,69,0.09107012782987554,88 +c08p04,25,c08p04_slice_025,0.002166748046875,142,0.8492610834590588,0.8413793102287753,0.9998035430908203,0.998909018269335,0.9978204144267109,0.9996155797810348,0.998203454892901,0.00038442021742807496,0.0017965451055662188,65125,65033,142,0.8413793102287753,0.7261904760175737,0.7663316580989116,0.9327217122529903,0.23366834170854273,0.0672782874617737,327,398,115,0.8571428566893424,0.7499999993055556,0.7714285706938776,0.9642857131377551,0.22857142857142856,0.03571428571428571,84,105,27,0.09091599091577564,89 +105074,12,105074_slice_012,0.004486083984375,294,0.8533574018128041,0.7756097559083879,0.9994896054267883,0.9976982697870526,0.9954071111651012,0.9969645762908421,0.9984330439672218,0.003035423707597947,0.0015669560312137642,63818,63912,294,0.9311050477172202,0.8710912571237338,0.9743040684529404,0.8915741344943452,0.02569593147751606,0.10842586544741999,1531,1401,202,0.7756097559083879,0.6334661352057904,0.7130044839851998,0.8502673792244559,0.28699551569506726,0.1497326203208556,187,223,92,0.0889848546238349,90 +105074,10,105074_slice_010,0.0012359619140625,81,0.8529521671247551,0.7892376678075168,0.9998453259468079,0.999379029598823,0.9987588299275237,0.9990803188212767,0.9996779190487881,0.0009196811771919068,0.00032208094967868593,65201,65240,81,0.9166666664419935,0.8461538457709711,0.9211822655560679,0.9121951215062463,0.07881773399014778,0.08780487804878048,205,203,34,0.7892376678075168,0.6518518513689987,0.9462365581223263,0.6769230764023669,0.053763440860215055,0.3230769230769231,130,93,47,0.08850682691859788,91 +c07p05,28,c07p05_slice_028,0.0024871826171875,163,0.858812278911268,0.8089887631359677,0.9997584223747253,0.9987401939938951,0.9974835582162634,0.9989332096459509,0.998547252915542,0.0010667903525046383,0.001452747082914767,64705,64680,163,0.9086357946865684,0.8325688072439715,0.8929889297794602,0.9248407642133961,0.1070110701107011,0.0751592356687898,785,813,146,0.8089887631359677,0.679245281737273,0.837209300378583,0.7826086939508506,0.16279069767441862,0.21739130434782608,46,43,17,0.08525838470173165,92 +107680,11,107680_slice_011,0.0013885498046875,91,0.8611602365869485,0.7804878039262344,0.999778687953949,0.9992985701614836,0.9985981236408753,0.9992600585771554,0.9993370847128662,0.0007399414213041468,0.0006629152855931551,64865,64870,91,0.9418326692476626,0.8900602408298103,0.9501607715514212,0.9336492889520301,0.04983922829581994,0.06635071090047394,633,622,73,0.7804878039262344,0.63999999872,0.7272727256198347,0.8421052609418282,0.2727272727272727,0.15789473684210525,38,44,18,0.0836258304179786,93 +c07p05,24,c07p05_slice_024,0.0032196044921875,211,0.8648772802358453,0.7774480711012689,0.9997544884681702,0.9983658485575334,0.9967370293033376,0.9971379507712107,0.9995967741919981,0.0028620492272467086,0.0004032258064516129,64480,64639,211,0.9523064893704216,0.9089552237449321,0.959055117959204,0.9456521737662031,0.04094488188976378,0.05434782608695652,644,635,61,0.7774480711012689,0.6359223299427372,0.9999999996183205,0.6359223299427372,0.0,0.3640776699029126,412,262,150,0.08176665506329628,94 +c07p05,38,c07p05_slice_038,0.0008087158203125,53,0.8644501276561508,0.8644501276561508,0.9999874830245972,0.999594432242637,0.9991891933223198,0.9991891933223198,0.9999999999984689,0.0008108066761515749,0.0,65314,65367,53,,,0.0,0.0,0.0,0.0,0,0,0,0.8644501276561508,0.7612612609183508,0.9999999994082841,0.7612612609183508,0.0,0.23873873873873874,222,169,53,0.08149416996545258,95 +106063,9,106063_slice_009,0.003082275390625,202,0.8657405961200266,0.7919463085919554,0.9996039867401123,0.9984363630726252,0.9968776084320078,0.9981273118397256,0.998745605746986,0.0018726881587296674,0.0012543942514673316,64573,64613,202,0.939534883648098,0.8859649121511748,0.9409937886737588,0.9380804952108235,0.059006211180124224,0.06191950464396285,646,644,78,0.7919463085919554,0.6555555553734568,0.8458781358975347,0.7444794950332871,0.15412186379928317,0.2555205047318612,317,279,124,0.08125130005808656,96 +105074,11,105074_slice_011,0.003662109375,240,0.8660175310981739,0.7877758912075083,0.9995763897895813,0.9981461864399005,0.9962992334110863,0.9978974582590987,0.998395038642174,0.002102541739347122,0.0016049613562702568,64176,64208,238,0.9442591709888396,0.8944043320492414,0.9890219559891196,0.9033728349222084,0.010978043912175649,0.09662716499544212,1097,1002,117,0.7877758912075083,0.6498599437955574,0.7116564414994918,0.8821292772311294,0.2883435582822086,0.11787072243346007,263,326,125,0.08120662525817939,97 +c08p04,29,c08p04_slice_029,0.002044677734375,134,0.8655623387051554,0.8196202530348703,0.9998720288276672,0.9989709247845862,0.9979439653834382,0.999262536871621,0.9986794828470984,0.0007374631268436578,0.0013205171513681173,65126,65088,134,0.9115044243754405,0.8373983733029282,0.9279279270919568,0.8956521731342155,0.07207207207207207,0.10434782608695652,115,111,20,0.8196202530348703,0.6943699730041903,0.7685459938372267,0.8779661013972996,0.2314540059347181,0.12203389830508475,295,337,114,0.0810971265582483,98 +106063,11,106063_slice_011,0.00823974609375,540,0.8718402967026049,0.8052950909649589,0.9992378354072571,0.9957218912401796,0.9914802309788402,0.9935179915243889,0.9979355904195548,0.006482008474040347,0.002064409578860446,62972,63252,540,0.938385502440251,0.8839230291195578,0.9615124914948336,0.9163449162859495,0.03848750844024308,0.08365508365508366,1554,1481,187,0.8052950909649589,0.674053554877742,0.9090909089776973,0.7227722771561612,0.09090909090909091,0.27722772277227725,1010,803,353,0.07869620411573565,99 +c08p04,38,c08p04_slice_038,0.000213623046875,14,0.8771929816866729,0.8771929816866729,0.9999931454658508,0.9998930954955024,0.9997862138457078,0.9998472862756179,0.9999389089116624,0.00015271372285513576,6.109108681043436e-05,65476,65482,14,,,0.0,0.0,0.0,0.0,0,0,0,0.8771929816866729,0.7812499987792969,0.9259259242112483,0.8333333319444445,0.07407407407407407,0.16666666666666666,60,54,14,0.07372830650420108,100 +c01p04,40,c01p04_slice_040,0.000640869140625,42,0.8785792983553905,0.7769784167072098,0.9999318718910217,0.9996778597608494,0.999355927003528,0.9996165232448275,0.9997392038030225,0.0003834767536391944,0.0002607961954437371,65185,65193,42,0.9801801800035712,0.9611307417098477,0.9927007295647077,0.9679715299046364,0.0072992700729927005,0.03202846975088968,281,274,11,0.7769784167072098,0.635294116899654,0.7826086945179584,0.7714285703265307,0.21739130434782608,0.22857142857142856,70,69,31,0.07299422043668635,101 +c08p04,39,c08p04_slice_039,0.000244140625,16,0.8787878781221304,0.8787878781221304,0.9999807476997375,0.9998778066282268,0.9997556431152452,0.9999236256419266,0.9998319918118922,7.63743565460461e-05,0.00016800818658072793,65473,65467,16,,,0.0,0.0,0.0,0.0,0,0,0,0.8787878781221304,0.7837837827246166,0.8405797089266962,0.9206349191735953,0.15942028985507245,0.07936507936507936,63,69,16,0.07277995171177423,102 +111489,9,111489_slice_009,0.0017547607421875,115,0.884910187267447,0.8779284832456316,0.9997482895851135,0.9991161528817265,0.998233866755232,0.998939570908897,0.9992927972926446,0.0010604290895678368,0.0007072027058190484,65045,65068,115,0.8779284832456316,0.7824175822456225,0.9222797925071814,0.837647058626436,0.07772020725388601,0.1623529411764706,425,386,99,0.8918918912892623,0.8048780477989292,0.8048780477989292,0.9999999984848486,0.1951219512195122,0.0,66,82,16,0.06945518187094661,103 +108807,14,108807_slice_014,0.0052642822265625,345,0.8885110525291544,0.8494699646042777,0.9994676113128662,0.9973012085884169,0.9946169449196527,0.9989970066902804,0.9956111579655208,0.0010029933081540222,0.004388842032924125,64026,63809,345,0.9275521404540311,0.8648925280588646,0.8783783782870709,0.9825581394206329,0.12162162162162163,0.01744186046511628,860,962,132,0.8494699646042777,0.7383292382385345,0.7856209149299842,0.9246153844731362,0.21437908496732025,0.07538461538461538,650,765,213,0.0680527026652466,104 +106780,11,106780_slice_011,0.0023193359375,152,0.8894316287707345,0.8444444425679012,0.9996344447135925,0.9988200223566958,0.9976428261258643,0.9991147556244092,0.9985254629254838,0.000885244374039044,0.0014745370729663029,64427,64389,152,0.9344188149735677,0.876910016903488,0.9214986618268065,0.947706421931403,0.07850133809099019,0.05229357798165138,1090,1121,145,0.8444444425679012,0.7307692279585799,0.7307692279585799,0.9999999947368421,0.2692307692307692,0.0,19,26,7,0.06687800098234083,105 +c08p04,41,c08p04_slice_041,3.0517578125e-05,2,0.8888888839506173,0.8888888839506173,0.9999959468841553,0.9999847391144109,0.9999694786946038,0.9999847391136478,0.9999847391136478,1.526088482610222e-05,1.526088482610222e-05,65527,65527,2,,,0.0,0.0,0.0,0.0,0,0,0,0.8888888839506173,0.7999999920000002,0.8888888790123458,0.8888888790123458,0.1111111111111111,0.1111111111111111,9,9,2,0.06667358376842358,106 +108807,13,108807_slice_013,0.003570556640625,234,0.8915151963146151,0.8151260503060048,0.9995378255844116,0.9981600880633762,0.9963269342442803,0.9986626388479835,0.9976580428138102,0.0013373611504452626,0.0023419571846216717,63622,63558,234,0.9679043423232252,0.9378048779915972,0.9529120197674775,0.9833759590164082,0.04708798017348203,0.016624040920716114,1564,1614,102,0.8151260503060048,0.6879432622487132,0.7994505492309202,0.8314285711910203,0.20054945054945056,0.16857142857142857,350,364,132,0.06589742842247363,107 +c07p05,27,c07p05_slice_027,0.0018157958984375,119,0.8914701798591035,0.8543689312093506,0.9998382329940796,0.9990964204340278,0.9981944723059857,0.9990115524788425,0.9991813028082871,0.0009884475196145054,0.0008186971901694549,64737,64748,117,0.9285714285088563,0.866666666557652,0.941256830472506,0.916223404133481,0.05874316939890711,0.08377659574468085,752,732,106,0.8543689312093506,0.7457627106004022,0.7857142843112245,0.9361702107741059,0.21428571428571427,0.06382978723404255,47,56,15,0.06551340466540949,108 +108807,12,108807_slice_012,0.0046539306640625,305,0.8930942052245452,0.8523206750155781,0.9995421171188354,0.997610260990059,0.9952319164553672,0.9971649201932911,0.9980559997475965,0.002835079805147001,0.0019440002508387421,63786,63843,305,0.9338677354335124,0.8759398495581999,0.9588477365465968,0.910156249928894,0.0411522633744856,0.08984375,1280,1215,165,0.8523206750155781,0.7426470586870134,0.8451882843420108,0.8595744679022181,0.15481171548117154,0.14042553191489363,470,478,140,0.06516583957431829,109 +114585,13,114585_slice_013,0.00836181640625,548,0.89478250967277,0.8543352600662234,0.9994041919708252,0.9956079889710868,0.9912543887631803,0.9933469805511237,0.9978793136671842,0.006653019447287615,0.002120686331212647,62244,62528,548,0.9352297592793166,0.8783394985253458,0.9893518518060486,0.8867219916644514,0.010648148148148148,0.11327800829875519,2410,2160,296,0.8543352600662234,0.7457114025483642,0.8714622640481766,0.8378684806306272,0.12853773584905662,0.1621315192743764,882,848,252,0.06492201908342299,110 +106063,12,106063_slice_012,0.0068817138671875,451,0.8965355841276746,0.8088803088412703,0.9994173645973206,0.9964069757243836,0.9928396786571733,0.9938969150797153,0.9989297466518658,0.006103084918705002,0.0010702533465384492,62602,62919,451,0.984190859414079,0.968873797341886,0.983908045920465,0.9844738354810538,0.016091954022988506,0.015526164462334674,1739,1740,55,0.8088803088412703,0.6790923824409163,0.9555302165387081,0.7012552300668405,0.04446978335233751,0.298744769874477,1195,877,396,0.0635715193773686,111 +109816,13,109816_slice_013,0.002105712890625,138,0.8950021433751824,0.8272251304569502,0.9997172355651855,0.998922380133532,0.9978470802961078,0.9987040159874482,0.9991408397884917,0.0012959840109924427,0.0008591602099475131,64016,64044,138,0.9627791562934145,0.9282296650083233,0.9638041163262027,0.9617563738695639,0.0361958836053939,0.03824362606232295,1412,1409,105,0.8272251304569502,0.7053571422273597,0.951807227768907,0.7314814808041838,0.04819277108433735,0.26851851851851855,108,83,33,0.06347640943997848,112 +109816,15,109816_slice_015,0.001190185546875,78,0.8949240983771444,0.8382352939121972,0.9998130798339844,0.9994019138748318,0.9988045427360663,0.9993099641166018,0.9994938805542782,0.000690035881865857,0.0005061194441888286,65202,65214,78,0.9516129028420915,0.9076923069940829,0.9516129024583767,0.9516129024583767,0.04838709677419355,0.04838709677419355,124,124,12,0.8382352939121972,0.7215189870373337,0.8636363632001837,0.8142857138979592,0.13636363636363635,0.18571428571428572,210,198,66,0.0633209621162915,113 +111489,13,111489_slice_013,0.00396728515625,260,0.8977518127707991,0.8652710681231738,0.9996999502182007,0.9979857452734754,0.9959795886794557,0.9999689498835621,0.9960103915367786,3.1050114885425076e-05,0.003989608461681202,64668,64412,260,0.8652710681231738,0.7625354776951243,0.7639810425816131,0.9975247523517915,0.23601895734597156,0.0024752475247524753,808,1055,251,0.9302325574184244,0.869565216131065,0.869565216131065,0.9999999983333333,0.13043478260869565,0.0,60,69,9,0.06220237932513042,114 +106063,15,106063_slice_015,0.0009918212890625,65,0.8982785601098157,0.8982785601098157,0.9999023675918579,0.9995016598552517,0.999003816148908,0.9993560849952483,0.9996472771312901,0.000643915003219575,0.0003527228671768368,65207,65226,65,,,0.0,0.0,0.0,0.0,0,0,0,0.8982785601098157,0.8153409088592781,0.9258064513142559,0.8723404252667658,0.07419354838709677,0.1276595744680851,329,310,65,0.06125075467355152,115 +106780,13,106780_slice_013,0.0009918212890625,65,0.898390776000727,0.8580060420368562,0.9998699426651001,0.9995473689855698,0.9990951475354286,0.9994323586250814,0.9996624058173621,0.0005676413733852904,0.000337594181103933,65167,65182,59,0.8580060420368562,0.751322750925226,0.9342105257011774,0.7932960889422928,0.06578947368421052,0.20670391061452514,179,152,47,0.938775509964598,0.8846153841900888,0.9108910886579747,0.9684210521218837,0.0891089108910891,0.031578947368421054,190,202,24,0.06118991012435626,116 +110012,13,110012_slice_013,0.000640869140625,42,0.8985507244206399,0.8985507244206399,0.9998800754547119,0.9996785501071502,0.9993573068079581,0.9994643649648784,0.9998928270672894,0.0005356350335919685,0.00010717293117966777,65315,65343,42,,,0.0,0.0,0.0,0.0,0,0,0,0.8985507244206399,0.8157894733264082,0.9637305694488443,0.8416289588951905,0.03626943005181347,0.1583710407239819,221,193,42,0.06102172408479869,117 +106780,15,106780_slice_015,0.0002288818359375,15,0.9006622510591641,0.9006622510591641,0.9999707341194153,0.9998854270888552,0.9997708804286067,0.9999999999984722,0.9997708804286067,0.0,0.00022911956986619418,65468,65453,15,,,0.0,0.0,0.0,0.0,0,0,0,0.9006622510591641,0.8192771074466542,0.8192771074466542,0.9999999985294119,0.18072289156626506,0.0,68,83,15,0.05965427890780599,118 +106063,13,106063_slice_013,0.0056915283203125,373,0.913178297302581,0.8907705334085195,0.9992673397064209,0.9971139288410003,0.9942444685553078,0.9964067892755324,0.997822072816947,0.0035932107228972623,0.00217792718147815,63363,63453,366,0.9355860611966427,0.8789682538810548,0.894949494859096,0.9800884954668044,0.10505050505050505,0.01991150442477876,904,990,122,0.8907705334085195,0.8030534350532019,0.9624885634983998,0.8289992119126084,0.03751143641354071,0.17100078802206461,1269,1093,258,0.05337785934122969,119 +106063,10,106063_slice_010,0.0034637451171875,227,0.9143552273100306,0.8870673951833271,0.9995209574699402,0.9982294534697266,0.9964651655283621,0.9984085625559759,0.9980504086327936,0.001591437442466416,0.00194959136564976,64116,64093,227,0.9416430594367341,0.8897216273137344,0.9274553570393466,0.9562715764146984,0.07254464285714286,0.04372842347525892,869,896,103,0.8870673951833271,0.7970540096895166,0.8903107859432705,0.883847549748848,0.10968921389396709,0.1161524500907441,551,547,124,0.0521754211434311,120 +105074,13,105074_slice_013,0.0044097900390625,289,0.9183625969402494,0.8791366905842347,0.9993716478347778,0.99772134133282,0.9954530436271882,0.9980124929001861,0.997430359590438,0.0019875070982396364,0.002569640407989532,63433,63396,289,0.957588503296264,0.9186281102273955,0.9877078813457911,0.9292517006170576,0.012292118582791034,0.0707482993197279,1470,1383,121,0.8791366905842347,0.7843388959198538,0.8071334212936416,0.9652448655663121,0.1928665785997358,0.03475513428120063,633,757,168,0.04999007027670732,121 +105549,12,105549_slice_012,0.00213623046875,140,0.9177564018578994,0.8636363629820937,0.9996626973152161,0.9988941722871685,0.9977907875826517,0.9986102117831952,0.9991782943270717,0.0013897882152276568,0.0008217056713493355,63283,63319,140,0.971876440733705,0.9452914797782381,0.978190255175026,0.9656436096671717,0.021809744779582366,0.03435639028859368,2183,2155,122,0.8636363629820937,0.7599999989866667,0.919354837226847,0.814285713122449,0.08064516129032258,0.18571428571428572,70,62,18,0.049840865515967135,122 +105549,14,105549_slice_014,0.0001068115234375,7,0.9176470577439447,0.9176470577439447,0.9999622702598572,0.9999465595814853,0.9998931248744218,0.9999694619174861,0.9999236582929996,3.053808098699078e-05,7.634170547370028e-05,65495,65492,7,,,0.0,0.0,0.0,0.0,0,0,0,0.9176470577439447,0.8478260851134215,0.8863636343491735,0.9512195098750743,0.11363636363636363,0.04878048780487805,41,44,7,0.049440673606349225,123 +108807,15,108807_slice_015,0.00140380859375,92,0.9204152248338741,0.9204152248338741,0.9998046159744263,0.999291850117769,0.9985847024783112,0.9994764881578551,0.9991072802816698,0.000523511840606042,0.0008927197167923657,64970,64946,92,,,0.0,0.0,0.0,0.0,0,0,0,0.9204152248338741,0.8525641024274737,0.9016949151014076,0.939929328455843,0.09830508474576272,0.06007067137809187,566,590,92,0.04807070362354031,124 +c08p04,31,c08p04_slice_031,0.00079345703125,52,0.9212121210725437,0.9212121210725437,0.9998854398727417,0.9996012636866243,0.9992028452278036,0.9997852563103969,0.9994173387699724,0.00021474368806945424,0.0005826612284952007,65218,65194,52,,,0.0,0.0,0.0,0.0,0,0,0,0.9212121210725437,0.8539325840297942,0.8888888886289797,0.9559748424666745,0.1111111111111111,0.0440251572327044,318,342,52,0.04745433078817545,125 +106780,12,106780_slice_012,0.0027618408203125,181,0.9232780516015655,0.8900343641082415,0.9994536638259888,0.9985837134868046,0.9971714330348536,0.9985602729206138,0.9986071551519631,0.0014397270778235083,0.001392844846474068,63898,63901,181,0.9565217390948896,0.916666666601377,0.9749999999261363,0.9387308533232144,0.025,0.061269146608315096,1371,1320,117,0.8900343641082415,0.8018575848910657,0.8222222219611992,0.9700374528202106,0.17777777777777778,0.0299625468164794,267,315,64,0.04669480443792543,126 +106780,14,106780_slice_014,0.0002288818359375,15,0.9222797922682489,0.9222797922682489,0.999938428401947,0.9998853903215948,0.9997708069109359,0.9999694348488554,0.9998013599190163,3.0565149616407374e-05,0.00019864007945603177,65445,65434,15,,,0.0,0.0,0.0,0.0,0,0,0,0.9222797922682489,0.8557692299463758,0.872549018752403,0.9780219769472287,0.12745098039215685,0.02197802197802198,91,102,15,0.04669021532584878,127 +107680,14,107680_slice_014,0.0005645751953125,37,0.9371760143926728,0.9361702107741059,0.999834418296814,0.9997164207694963,0.9994330023277561,0.9997394076874736,0.9996934349070346,0.00026059231099392975,0.0003065650914330385,65239,65236,37,0.9381818180112397,0.8835616435330268,0.9280575536230008,0.9485294114159818,0.07194244604316546,0.051470588235294115,272,278,34,0.9361702107741059,0.8799999964799999,0.9999999954545454,0.8799999964799999,0.0,0.12,25,22,3,0.037840422744096,128 +110012,14,110012_slice_014,0.0002288818359375,15,0.938775509820908,0.938775509820908,0.9999372959136963,0.9998853447675174,0.9997707158236655,0.9998318479890551,0.9999388472695308,0.00016815200941651252,6.115272894052898e-05,65410,65417,15,,,0.0,0.0,0.0,0.0,0,0,0,0.938775509820908,0.8846153839349112,0.9663865538097592,0.9126984119740489,0.03361344537815126,0.0873015873015873,126,119,15,0.03679301129190347,129 +c08p04,37,c08p04_slice_037,9.1552734375e-05,6,0.9516129024583767,0.9516129024583767,0.9999927282333374,0.9999541802845404,0.9999083647677812,0.9999847262936828,0.9999236361399598,1.5273704789833822e-05,7.636385851304295e-05,65476,65472,6,,,0.0,0.0,0.0,0.0,0,0,0,0.9516129024583767,0.9076923062958581,0.9218749985595704,0.9833333316944445,0.078125,0.016666666666666666,60,64,6,0.029052023425181494,130 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/metrics/test_metrics_complete.json b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/metrics/test_metrics_complete.json new file mode 100644 index 0000000000000000000000000000000000000000..16bcc0cec2947c4f3ff78a2c297a7b9365cdcf68 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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": 3, + "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": 0.9303743008771653, + "class_2": 0.8380055641483046, + "mean": 0.8841899325127349 + }, + "precision": { + "class_1": 0.940570216911563, + "class_2": 0.8819829027399184, + "mean": 0.9112765598257406 + }, + "recall": { + "class_1": 0.9210927087197183, + "class_2": 0.8038219006844454, + "mean": 0.8624573047020818 + }, + "iou": { + "class_1": 0.8700867256213073, + "class_2": 0.7227128240374371, + "mean": 0.7963997748293722 + }, + "specificity": { + "class_1": 0.9992311667862923, + "class_2": 0.9992841566443788, + "mean": 0.9992576617153355 + }, + "hd95": { + "class_1": 1.0, + "class_2": 5.267095903687275, + "mean": 3.1335479518436373 + }, + "TP": { + "class_1": 5457.774357041132, + "class_2": 3004.6133923778852, + "mean": 4231.193874709508 + }, + "lesion": { + "class_2": { + "lesion_sensitivity": 0.8035111363426717, + "lesion_precision": 0.755088191867002, + "lesion_f1": 0.7687504337773704, + "n_gt_lesions": 275, + "n_pred_lesions": 312, + "tp_lesions": 221, + "fn_lesions": 54, + "fp_lesions": 92 + }, + "mean_lesion_sensitivity": 0.8035111363426717, + "mean_lesion_precision": 0.755088191867002, + "mean_lesion_f1": 0.7687504337773704, + "total_n_gt_lesions": 275, + "total_n_pred_lesions": 312, + "total_tp_lesions": 221, + "total_fn_lesions": 54, + "total_fp_lesions": 92 + } + } +} \ No newline at end of file diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/105074_slice_009.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/105074_slice_009.png new file mode 100644 index 0000000000000000000000000000000000000000..a10d4d2f58502e40c67a9be7851f906399c32505 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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:a2bedb9ae40d0ef1b99b9e27d275be7e638e1823d31f7d221b6fb0630f33d891 +size 101138 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/105074_slice_010.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/105074_slice_010.png new file mode 100644 index 0000000000000000000000000000000000000000..3e11da3697055e69168775e21f1264f2d75d08dc --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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:e19b178f4d3a8b40790502ac54d86684badb87ea0185886623f2a2668632c8d8 +size 100569 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/105074_slice_011.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/105074_slice_011.png new file mode 100644 index 0000000000000000000000000000000000000000..2ca82599ac922c7c66f7bd9be3d47f6ac0960656 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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 sha256:7efd91dc7f6171b28059d4aba6b99cb8138ff8334a75642ea033a08a042d22aa +size 102431 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/105074_slice_012.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/105074_slice_012.png new file mode 100644 index 0000000000000000000000000000000000000000..62b33b1668f471c4cd2f8eef499c0b313cc74d53 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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:f02cdcf2f67116cc7211195c814750b50a7a6b2c7cf35901b2180115f56affcb +size 102748 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/105074_slice_013.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/105074_slice_013.png new file mode 100644 index 0000000000000000000000000000000000000000..9e52f0008644a9d16b9b6c8218d60ea72cf745fd --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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:e1bedbf877668907e6d767ddda5fd915ab3dde57a2043a85b985b3683c6094fd +size 100709 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/105074_slice_014.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/105074_slice_014.png new file mode 100644 index 0000000000000000000000000000000000000000..0f63dd5ea3aba2c9cc354217deebda577e9a47ca Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/105074_slice_014.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/105074_slice_015.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/105074_slice_015.png new file mode 100644 index 0000000000000000000000000000000000000000..da67444dfca1d13c984442e68dad628532150761 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/105074_slice_015.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/105549_slice_009.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/105549_slice_009.png new file mode 100644 index 0000000000000000000000000000000000000000..a0673ec984ca725792149254cf31c56631617e72 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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 sha256:352f8f7cf4049ee6d0c3553ef7c9c9e87c42d22b265dc7698f76c2acd131fc9e +size 114033 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/105549_slice_010.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/105549_slice_010.png new file mode 100644 index 0000000000000000000000000000000000000000..55fdff8d1dd34ba237b6dfad423adc7f0adb3475 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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 sha256:7535733f4f84a726fb2bf04af89d2534e7716a80389b786dc973a0af665e6814 +size 118383 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/105549_slice_011.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/105549_slice_011.png new file mode 100644 index 0000000000000000000000000000000000000000..5f54fd90f360652d711ca7b604b1f3c89e3f9e86 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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:d196027424f77ed9ee3a3f8ebf29f84a14af814c56bebd23e549844d26aa8946 +size 114199 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/105549_slice_012.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/105549_slice_012.png new file mode 100644 index 0000000000000000000000000000000000000000..15cd1a50c90cf92adb5c71f5fd4343033539664f --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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 sha256:23df611a6b3bf5c19ea5b845217878020245ed4b1567ab750fc0ada32b13348e +size 106725 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/105549_slice_013.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/105549_slice_013.png new file mode 100644 index 0000000000000000000000000000000000000000..c505d1d9a5a03e4a256727d3be6bc4ebe579f839 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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 sha256:62044b79676f6938c07caa22bc94920486a0e89acac9091377b2fb25a871a48b +size 103437 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/105549_slice_014.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/105549_slice_014.png new file mode 100644 index 0000000000000000000000000000000000000000..271992bea251291d6855170f4be837b80eb1d68a Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/105549_slice_014.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/105549_slice_015.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/105549_slice_015.png new file mode 100644 index 0000000000000000000000000000000000000000..17797ce86f997e01d6ed07acb101c365455caa6f Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/105549_slice_015.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/106063_slice_009.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/106063_slice_009.png new file mode 100644 index 0000000000000000000000000000000000000000..adfc776b30a4820bbeea4a86349d785031591d69 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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 sha256:9f8aac3074df214a9ff94fa82f27e55042394a4b00c4831f691a08a91dffa119 +size 108656 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/106063_slice_010.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/106063_slice_010.png new file mode 100644 index 0000000000000000000000000000000000000000..ebe837e40e2d989e8b7966e1e5d76ffade4a283b --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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:e4cad65733f4c2cdd6aba23e846fdda80206a4fc1185f01a36b24b46f237954a +size 108200 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/106063_slice_011.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/106063_slice_011.png new file mode 100644 index 0000000000000000000000000000000000000000..c1cca5ef3be2c5ad9c952440878c9476228dc4b5 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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 sha256:26300ab648c7ac109089b745ad3088485eda4387e306dae271388449401b5a94 +size 110499 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/106063_slice_012.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/106063_slice_012.png new file mode 100644 index 0000000000000000000000000000000000000000..3f23126b39f19edbdc892c29b5173cde9635964e --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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:b8b0b928a355527e12b9426b6aefd25d908f789455b37c26fccfda818409f9d9 +size 107986 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/106063_slice_013.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/106063_slice_013.png new file mode 100644 index 0000000000000000000000000000000000000000..0c9c38452ca4af761043e4706f7dc471809eff47 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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:e232f2afe1fa2e31b410a77c2f917259e2b9bfa788b4f09c34e232b602f6afb8 +size 101358 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/106063_slice_014.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/106063_slice_014.png new file mode 100644 index 0000000000000000000000000000000000000000..e637caeaee6627a9d0a9edbb6d2d2331d8e2f3be Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/106063_slice_014.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/106063_slice_015.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/106063_slice_015.png new file mode 100644 index 0000000000000000000000000000000000000000..9a50840fffa919c7fc66c18378da840fc0589d2d Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/106063_slice_015.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/106780_slice_009.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/106780_slice_009.png new file mode 100644 index 0000000000000000000000000000000000000000..2e1578a6b721abadbbc3f0fff18947fed5bb68c2 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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 sha256:115c9e8786d4a648a8f3bbf234499e67f8a8ae6bd9e4b0ac58ba8c317ad55257 +size 101059 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/106780_slice_010.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/106780_slice_010.png new file mode 100644 index 0000000000000000000000000000000000000000..86b4f1a6631d5aabc86e145413d06dcd88b5f87d --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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 sha256:85569c5fe55ce55f5b836d38683762fc48691f672104843f50a116ee1ae6071d +size 105028 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/106780_slice_011.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/106780_slice_011.png new file mode 100644 index 0000000000000000000000000000000000000000..2b1b96ff2268f92f0202dcd41d56e9b8b6a7884c --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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:b9ecf75f10ef901095d3d728967a9466146a036e726c9221438ecb33dde8575d +size 108424 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/106780_slice_012.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/106780_slice_012.png new file mode 100644 index 0000000000000000000000000000000000000000..63b1406e2268f8be1c92a7092f4c99c4392c03e9 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/106780_slice_012.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/106780_slice_013.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/106780_slice_013.png new file mode 100644 index 0000000000000000000000000000000000000000..9291ae38b03385eec0d10d0d08f608f1fb949640 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/106780_slice_013.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/106780_slice_014.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/106780_slice_014.png new file mode 100644 index 0000000000000000000000000000000000000000..1f634c744b82e76751943da58246553c680b56da Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/106780_slice_014.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/106780_slice_015.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/106780_slice_015.png new file mode 100644 index 0000000000000000000000000000000000000000..e6faf5eace033e3c869c1c5ca5af1b007673fde2 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/106780_slice_015.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/107680_slice_009.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/107680_slice_009.png new file mode 100644 index 0000000000000000000000000000000000000000..ed0370f525a5616dbed791e78df1b2ac9e49b7e5 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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 sha256:1b9eb27dced5f59e02dc9ebacb64f2b17c36c820b9023f7fee1026da37d1d1b9 +size 108655 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/107680_slice_010.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/107680_slice_010.png new file mode 100644 index 0000000000000000000000000000000000000000..d16549a24215973f61217a151dc790c46948920d --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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 sha256:3ae569c41668253c68e1955a8d26f40ccc4aac10bd04c2cd73b7a2d8dd9efdac +size 110470 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/107680_slice_011.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/107680_slice_011.png new file mode 100644 index 0000000000000000000000000000000000000000..be09db465ac9f1d84610bd995a76cb3c860b4d66 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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:beb239e10cd989d6c42635b62cb2943493450a435e61593801da9d0265e68da5 +size 111976 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/107680_slice_012.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/107680_slice_012.png new file mode 100644 index 0000000000000000000000000000000000000000..9a162286a3fe414cc3f760e54ccc20c5f60ff297 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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:c8b505b5f75e4a5bf585674dbf3b69378813ccf27c010d25ca312c44fe002e11 +size 110394 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/107680_slice_013.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/107680_slice_013.png new file mode 100644 index 0000000000000000000000000000000000000000..73b81014d27008b49b6b0ca21642aa0e8ad89960 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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 sha256:067888ba3c9701efe1f3a7fcfd594df6c743187e648978e927fd98a6f1d0c58a +size 109388 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/107680_slice_014.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/107680_slice_014.png new file mode 100644 index 0000000000000000000000000000000000000000..0c3ffb79c9356784b93ad2ee55b05cd2524c1eec --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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 sha256:2efea93c2a4857a0aed258794637d2e790c965b5d33b6326a24e2831d1bf5838 +size 101156 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/107680_slice_015.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/107680_slice_015.png new file mode 100644 index 0000000000000000000000000000000000000000..24fb436474b4e2dd3fe2eda0a12884ebe210d289 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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 sha256:3e41242fd4bfe58897615488f0e382c433580b4a269b3be951ee55359e76c642 +size 100335 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/108807_slice_009.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/108807_slice_009.png new file mode 100644 index 0000000000000000000000000000000000000000..fc566f33e4c156b07c5b034dccb934a0cb867b77 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/108807_slice_009.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/108807_slice_010.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/108807_slice_010.png new file mode 100644 index 0000000000000000000000000000000000000000..21ad9acf45d663b59226b65471aceadd60b660ad --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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 sha256:6a84a5c8b83d9fde57f0dc9a2989e2407d3752073c73623691dcc5771a4688a1 +size 106361 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/108807_slice_011.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/108807_slice_011.png new file mode 100644 index 0000000000000000000000000000000000000000..a0825b3e611474f9a8752b74ff526331439b88fb --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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:fd35177c4d289516563b3b71b7c38a1e071cd3d2fdfd4c8cdc7b052a8d2b44ce +size 104198 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/108807_slice_012.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/108807_slice_012.png new file mode 100644 index 0000000000000000000000000000000000000000..52c03532432a285a0209779d65d4659abea557c6 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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 sha256:184811dcf68b8f37f362ce991b11c757b472ec940c3c9d3ee23a5ec59a7787e7 +size 111061 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/108807_slice_013.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/108807_slice_013.png new file mode 100644 index 0000000000000000000000000000000000000000..3a8e9daaca0540ba2ad0346e5aa4764752677e66 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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 sha256:90c8861a421d6dce056ee169dbe7e8d61d88b99233629ce30d4a25ae5887f0af +size 107545 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/108807_slice_014.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/108807_slice_014.png new file mode 100644 index 0000000000000000000000000000000000000000..9d2557b745993469c58589183b7e3bb8db2baa31 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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 sha256:3f66de943babd2095c2c90fb3a901f610b2a28c7ea9d54b186ab972f43652d25 +size 102099 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/108807_slice_015.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/108807_slice_015.png new file mode 100644 index 0000000000000000000000000000000000000000..ab168f41d77be8d6932d0376015c73d9d4429ad9 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/108807_slice_015.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/109816_slice_009.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/109816_slice_009.png new file mode 100644 index 0000000000000000000000000000000000000000..ebad7038ee12ea3879e3685955eaecde40dd7bd6 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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:f99c4428f277689a9ef7d01df4527286f925543dc20749dfd43e01e6e56e8462 +size 101178 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/109816_slice_010.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/109816_slice_010.png new file mode 100644 index 0000000000000000000000000000000000000000..cfb6989ca736f63cf463909465bdb69636d9b289 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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 sha256:36331d51f2eb540499e3584a97830d941ead32e995e637898b15deab08a4b37c +size 103565 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/109816_slice_011.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/109816_slice_011.png new file mode 100644 index 0000000000000000000000000000000000000000..357299de5aeb39982341e43e011651c10dd76a60 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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 sha256:58f755170597da2d0cf8b6a971566e088a5aeda7f39109c6806d986acb7919f6 +size 106339 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/109816_slice_012.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/109816_slice_012.png new file mode 100644 index 0000000000000000000000000000000000000000..41650d4c09830f0cc0e3d958780a85dbfe36b938 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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 sha256:722381895f8d8964507e1b035ec50f5e1bacb7a92549ccf99d753efd0db1689e +size 104088 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/109816_slice_013.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/109816_slice_013.png new file mode 100644 index 0000000000000000000000000000000000000000..70d521770945442978a1d3d3017dd1a4d6fadddf --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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 sha256:75202259c4e6ca09d584adb660e526eae5c822f336eb481216cca783534e6e1a +size 104545 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/109816_slice_014.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/109816_slice_014.png new file mode 100644 index 0000000000000000000000000000000000000000..f19e71533b2e5ff42cda50ad124b3946a42090aa Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/109816_slice_014.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/109816_slice_015.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/109816_slice_015.png new file mode 100644 index 0000000000000000000000000000000000000000..41db31186b5c9aef40f2669c16dcdd84d3781b87 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/109816_slice_015.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/110012_slice_009.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/110012_slice_009.png new file mode 100644 index 0000000000000000000000000000000000000000..3f8e9fa2a77d21f4957b7a49139900b28f5dd95a Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/110012_slice_009.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/110012_slice_010.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/110012_slice_010.png new file mode 100644 index 0000000000000000000000000000000000000000..6c42232b272ab51d5d86da303c56d92dfcdc4f20 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/110012_slice_010.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/110012_slice_011.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/110012_slice_011.png new file mode 100644 index 0000000000000000000000000000000000000000..c91b90b0d8d9537eee8ccf26687e6fb6110c2231 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/110012_slice_011.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/110012_slice_012.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/110012_slice_012.png new file mode 100644 index 0000000000000000000000000000000000000000..0aa924a20005446657661afda5d48d2813ea580f Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/110012_slice_012.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/110012_slice_013.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/110012_slice_013.png new file mode 100644 index 0000000000000000000000000000000000000000..3d1bf1dd149831615f4ecaa193a71b3d6f7c2f09 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/110012_slice_013.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/110012_slice_014.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/110012_slice_014.png new file mode 100644 index 0000000000000000000000000000000000000000..7c45f1ee824dfc2adbe04985290a2acd460015cc Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/110012_slice_014.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/110012_slice_015.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/110012_slice_015.png new file mode 100644 index 0000000000000000000000000000000000000000..40999f4495aa4bc27c5edf81aa8ed5f408eb1d45 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/110012_slice_015.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/111489_slice_009.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/111489_slice_009.png new file mode 100644 index 0000000000000000000000000000000000000000..5c3478d0f485671139c320763bdedd0194ed9406 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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 sha256:9e91e59836c7c017d10a87b9c7b53394de1c230841fbc8f34017ce25dcd93723 +size 100175 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/111489_slice_010.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/111489_slice_010.png new file mode 100644 index 0000000000000000000000000000000000000000..927bc174ec595184f577bc4236689ca6434dd7e2 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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 sha256:815291880abdd7a36b7bf6cede938c48c41ec0866c176a2663779be3a00e0bdd +size 105140 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/111489_slice_011.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/111489_slice_011.png new file mode 100644 index 0000000000000000000000000000000000000000..0a8099d6b525935bbda85e88c7e1b8211a1b4319 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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 sha256:5f225012b93d4e404d6398df01bcdb48741a43502b577704c7604618c5151e66 +size 100991 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/111489_slice_012.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/111489_slice_012.png new file mode 100644 index 0000000000000000000000000000000000000000..192a5f8dc35607af339087db84df54981ca10418 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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:abb7a947bde05952834113744c47416d2a77bc96e4ef3d232e66419e09015b38 +size 101415 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/111489_slice_013.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/111489_slice_013.png new file mode 100644 index 0000000000000000000000000000000000000000..07cf3c6936613ee7a3601b3661c45a43147120b6 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/111489_slice_013.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/111489_slice_014.png b/models/for_WMH_Vent/results_fold_3_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_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/111489_slice_014.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/111489_slice_015.png b/models/for_WMH_Vent/results_fold_3_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_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/111489_slice_015.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/114585_slice_009.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/114585_slice_009.png new file mode 100644 index 0000000000000000000000000000000000000000..03b98093076c3dc81af9bee0dddb2b11434e05a6 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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 sha256:7258bd2ca7a159664fd500839238a9b83df06336050f91c92b3ec90cde6e2d6c +size 114448 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/114585_slice_010.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/114585_slice_010.png new file mode 100644 index 0000000000000000000000000000000000000000..7d1e86e03082748790cf5b001e595f422f3fa62c --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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 sha256:4205a73618dbccced5d1a94e35c5ecaecbb277573a442c13c25d4f6db150d75f +size 117031 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/114585_slice_011.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/114585_slice_011.png new file mode 100644 index 0000000000000000000000000000000000000000..681bb31deebeb935ccde445da8448b2f8bd425ea --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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 sha256:4cc1cd2ce1b15070753732c63bbfeb05645a2e899ae197b3237edf554208e571 +size 116858 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/114585_slice_012.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/114585_slice_012.png new file mode 100644 index 0000000000000000000000000000000000000000..f2db6146e0807accfb1f4142b23363c1201b1277 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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 sha256:940b7f8f897768bc963d1947ec0f20d746d8c305ccc8b985602c01282f9c54e2 +size 118004 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/114585_slice_013.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/114585_slice_013.png new file mode 100644 index 0000000000000000000000000000000000000000..aef82205545e88d1c3b6eb36784066633c6fe5b1 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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 sha256:2954ffebb1a746ec5c9fa337d2c4bfb294892afe7cdb5f899cd527114f2ad939 +size 113935 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/114585_slice_014.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/114585_slice_014.png new file mode 100644 index 0000000000000000000000000000000000000000..caf6eaab572d722fce4fd9f3e166f31aaa57d414 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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:d8c33e9c9def593ec7a4a86492f9a2fcd7168b18b6ff6c6268fd0a9933090147 +size 106412 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/114585_slice_015.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/114585_slice_015.png new file mode 100644 index 0000000000000000000000000000000000000000..ec08a463ca4ec04d002c55c0e85839611266465a --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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:a3214095d6c7d13e6994d7d80f5b6583770af172f054c57764038d370dc4225f +size 102682 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_024.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_024.png new file mode 100644 index 0000000000000000000000000000000000000000..0f36d3423e1d29f171623a9c2aee418021cc0ddd Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_024.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_025.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_025.png new file mode 100644 index 0000000000000000000000000000000000000000..ec209669fc7c9a95f22fa12ce917472c7ab8f861 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_025.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_026.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_026.png new file mode 100644 index 0000000000000000000000000000000000000000..82f61ed7de60288064cd57180db5caa9e413f5f8 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_026.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_027.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_027.png new file mode 100644 index 0000000000000000000000000000000000000000..376e68176e3b4fb98cddf87ffe847d66083e02c7 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_027.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_028.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_028.png new file mode 100644 index 0000000000000000000000000000000000000000..ae5013fb8c2e6041415c3e549c13019d12c743bd Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_028.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_029.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_029.png new file mode 100644 index 0000000000000000000000000000000000000000..71cf3f5022ab1188e5d5bea4d3f9e09d2f894621 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_029.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_030.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_030.png new file mode 100644 index 0000000000000000000000000000000000000000..3edb0351831dc2e8dc1f0c68ef41384cf944aae5 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_030.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_031.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_031.png new file mode 100644 index 0000000000000000000000000000000000000000..0bd6459a2122003dd807f9a2bfbd702c3bd8bcaf Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_031.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_032.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_032.png new file mode 100644 index 0000000000000000000000000000000000000000..4d26104b39ca66b5e0b7b503fb12070af2c2bc95 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_032.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_033.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_033.png new file mode 100644 index 0000000000000000000000000000000000000000..f47404eaea9c3d94c5d6f96d93ea4dab728a4a27 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_033.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_034.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_034.png new file mode 100644 index 0000000000000000000000000000000000000000..297d28ecd9491c5ef231eb654a21534fc63c12f2 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_034.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_035.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_035.png new file mode 100644 index 0000000000000000000000000000000000000000..9189bba208041d7392988664b5e53f3d04d060ad Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_035.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_036.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_036.png new file mode 100644 index 0000000000000000000000000000000000000000..4aee288e676a1df805e7a77de1e35bcc7a424803 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_036.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_037.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_037.png new file mode 100644 index 0000000000000000000000000000000000000000..0d7701563b3fe32b2edae432386114a15c56c694 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_037.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_038.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_038.png new file mode 100644 index 0000000000000000000000000000000000000000..1dff92091ba841ec3281aee8c67334ad33987068 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_038.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_039.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_039.png new file mode 100644 index 0000000000000000000000000000000000000000..b5e2a4810fb0c59007aca0b1116cef06c02f7c00 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_039.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_040.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_040.png new file mode 100644 index 0000000000000000000000000000000000000000..210adece6d2eceec3262004b5424ae73c39c7082 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_040.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_041.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_041.png new file mode 100644 index 0000000000000000000000000000000000000000..5f9f7937982820bf5913ddb6eed270d46583f9d0 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_041.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_042.png b/models/for_WMH_Vent/results_fold_3_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_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_042.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_043.png b/models/for_WMH_Vent/results_fold_3_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_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c01p04_slice_043.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_024.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_024.png new file mode 100644 index 0000000000000000000000000000000000000000..24e378fc6367ccb76db8e8034d1f3e879c13212e --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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:ac184e911a6bf4fb8ae30c3c53267db7ea1323b232c6c9f19fb66bf1af6d9c62 +size 104445 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_025.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_025.png new file mode 100644 index 0000000000000000000000000000000000000000..d72813b1bcd6d6596a4b1d1a4523509d296750d9 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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:a6c466a2be37243027538a724090d8459e7745b504e44de86b9f92549aebda00 +size 105414 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_026.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_026.png new file mode 100644 index 0000000000000000000000000000000000000000..4e4f5474d08d0bf2b4bd3c046390ee1e2c31c062 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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 sha256:1a692e1b5a2dcfcc6e1a0c72559bee3e3e4530f386c4e43be0bd6fe02a276db8 +size 102458 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_027.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_027.png new file mode 100644 index 0000000000000000000000000000000000000000..37e0f4ce290925a606def211113dd42b7ebeef76 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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:f06df0dc63198ba7af4ce5f0014fe625868af808c6006f6946b44b79578b8037 +size 104290 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_028.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_028.png new file mode 100644 index 0000000000000000000000000000000000000000..3af1ba0cb5fe44ec67133d9a119a861a069c65f9 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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 sha256:98dc6399934e0f7f49328c8188cdcaf786dbd029e71709fc5db2a5f20f4b367f +size 103017 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_029.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_029.png new file mode 100644 index 0000000000000000000000000000000000000000..0b531de03c5046dcd18a66d8b8bc42b826a960d5 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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 sha256:15d00486024bad84ab96f6a3f8d4873205b95ce4cb891923929145250b64a4d7 +size 100827 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_030.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_030.png new file mode 100644 index 0000000000000000000000000000000000000000..08638b2ba8e036db49155e867f518c728e47b3c6 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_030.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_031.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_031.png new file mode 100644 index 0000000000000000000000000000000000000000..ed991d2f11144701a3b3b47c242a751ae2540a83 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_031.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_032.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_032.png new file mode 100644 index 0000000000000000000000000000000000000000..7ba6ce0bb65c5eb8891a1aa3972ee1baf6959c36 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_032.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_033.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_033.png new file mode 100644 index 0000000000000000000000000000000000000000..5e8af69a6d06de9ae12fa02404764e6e6d5a6bde Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_033.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_034.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_034.png new file mode 100644 index 0000000000000000000000000000000000000000..80c9942bffd5baa73ad7d3777ebadcf71a3b5ac0 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_034.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_035.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_035.png new file mode 100644 index 0000000000000000000000000000000000000000..d67fdfb6069577b717219c9bc1afb8d4c9d41a04 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_035.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_036.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_036.png new file mode 100644 index 0000000000000000000000000000000000000000..7eaef57396cb84c61179c10b62b3e5b0cf478317 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_036.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_037.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_037.png new file mode 100644 index 0000000000000000000000000000000000000000..84b6fc80802a945025649742b59795873c645d12 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_037.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_038.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_038.png new file mode 100644 index 0000000000000000000000000000000000000000..fe013a4fa6480370f5c961a988cf35ae00b64513 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_038.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_039.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_039.png new file mode 100644 index 0000000000000000000000000000000000000000..0ae3be48c9078ab863a168a607f1075bf799565b Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_039.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_040.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_040.png new file mode 100644 index 0000000000000000000000000000000000000000..2baaaa6b695db5314210ce0971111b9713a04d88 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_040.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_041.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_041.png new file mode 100644 index 0000000000000000000000000000000000000000..0c4071ac35a5fa4048e9c93e1feb44ddc17e2d29 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_041.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_042.png b/models/for_WMH_Vent/results_fold_3_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_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_042.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_043.png b/models/for_WMH_Vent/results_fold_3_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_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c07p05_slice_043.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_024.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_024.png new file mode 100644 index 0000000000000000000000000000000000000000..31398cae6fe513f2a19255d8b38f56b52afce053 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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 sha256:9ebd0bf996fb1de47ccff82a53faf9aab6e8486b43481791d643bd0feb77f0db +size 109583 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_025.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_025.png new file mode 100644 index 0000000000000000000000000000000000000000..c5448adda775fa6103546e4ecf9462350564ed1f --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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:bc83178f3c91ebcd8626b4b5f4f01bfa2f371fbb12574d16cd06995db0f3a81f +size 105408 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_026.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_026.png new file mode 100644 index 0000000000000000000000000000000000000000..402e78b804ed01ae7bdb1e27de4485faff156cb9 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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 sha256:76d6531cbddb38d5835b867c68279b593e154033cc8f2cbb97097713efced9fe +size 103538 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_027.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_027.png new file mode 100644 index 0000000000000000000000000000000000000000..452034f75e28bb0ad16633f1a4e93eb11ba8b528 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_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 sha256:2a5f5bae85473e6843b86f4af335be70baf545315f59afd66e520a4d598ee839 +size 101839 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_028.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_028.png new file mode 100644 index 0000000000000000000000000000000000000000..2e57ed679728499be5a05a2dc3c261a2c1428736 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_028.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_029.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_029.png new file mode 100644 index 0000000000000000000000000000000000000000..48ef4ed0fbd0aa3f71a09580a63f42ad4401a5da Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_029.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_030.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_030.png new file mode 100644 index 0000000000000000000000000000000000000000..e298de1da441ed67957964c45b07d45bdf216b85 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_030.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_031.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_031.png new file mode 100644 index 0000000000000000000000000000000000000000..33ee04a6c6c383368afa5818e6be08332220d6eb Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_031.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_032.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_032.png new file mode 100644 index 0000000000000000000000000000000000000000..ceed64bcd2639dd76fac9582358befd5f6683d03 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_032.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_033.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_033.png new file mode 100644 index 0000000000000000000000000000000000000000..2875caa44a614ed82eabaa7d28c591fb24cf6fca Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_033.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_034.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_034.png new file mode 100644 index 0000000000000000000000000000000000000000..fc7f85fd3df0815d6c8cba495590854decb48c67 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_034.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_035.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_035.png new file mode 100644 index 0000000000000000000000000000000000000000..d5259cd7139663af96d68da5b56efcac49de80ce Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_035.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_036.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_036.png new file mode 100644 index 0000000000000000000000000000000000000000..85a3bf2af848d5a7a631c13f21cabd32bf898146 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_036.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_037.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_037.png new file mode 100644 index 0000000000000000000000000000000000000000..92f32315dfde6db418ab935b4d844a4fc86c645f Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_037.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_038.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_038.png new file mode 100644 index 0000000000000000000000000000000000000000..b22f7cb399fecc0790fd46b8e5231cb3e6cb25bd Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_038.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_039.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_039.png new file mode 100644 index 0000000000000000000000000000000000000000..916fdb7091084156c59333227571b366232b78d3 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_039.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_040.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_040.png new file mode 100644 index 0000000000000000000000000000000000000000..4d806afc0cba9bdd057d23e75f4a4edb00e4ff39 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_040.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_041.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_041.png new file mode 100644 index 0000000000000000000000000000000000000000..1ad03d88c31799249f8ebd335d47aa93524ce9a6 Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_041.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_042.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_042.png new file mode 100644 index 0000000000000000000000000000000000000000..fc12cb6ca9f131073de8b4704e8599f02572547d Binary files /dev/null and b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_042.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_043.png b/models/for_WMH_Vent/results_fold_3_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_3_var_1_zscore2/inference_all_test/standard_3class/visualizations/c08p04_slice_043.png differ diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/models/standard_3class/fold_3/a_unet_training_analysis.png b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/models/standard_3class/fold_3/a_unet_training_analysis.png new file mode 100644 index 0000000000000000000000000000000000000000..c1a308bbbb48053302fd01332b75138f2c1bb9e1 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/models/standard_3class/fold_3/a_unet_training_analysis.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a5a4e45d074d1bf611ad50052572b35c26b986568a125a976038dc6d45dece92 +size 1129520 diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/models/standard_3class/fold_3/best_epoch_analysis.json b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/models/standard_3class/fold_3/best_epoch_analysis.json new file mode 100644 index 0000000000000000000000000000000000000000..aa0273cae2562d7f7f1d363beecb3cc38993ce51 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/models/standard_3class/fold_3/best_epoch_analysis.json @@ -0,0 +1,44 @@ +{ + "best_overall_epoch": 41, + "best_overall_epoch_idx": 40, + "best_abnormal_epoch": 41, + "best_abnormal_dice": 0.7717556478564912, + "best_ventricles_epoch": 44, + "best_ventricles_dice": 0.9415513142951589, + "best_val_loss_epoch": 34, + "best_val_loss": 0.3050902187824249, + "composite_score": 0.8148548201069025, + "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": 0.9982512582852862, + "class_1": 0.9412208603997376, + "class_2": 0.7717556478564912, + "mean": 0.9037425888471717 + }, + "precision": { + "class_0": 0.9978174634119623, + "class_1": 0.9405879617398281, + "class_2": 0.8419540229864378, + "mean": 0.9267864827127427 + }, + "recall": { + "class_0": 0.9986854305018373, + "class_1": 0.9418546113560438, + "class_2": 0.7123620721885328, + "mean": 0.884300704682138 + }, + "val_loss": 0.3056482672691345, + "train_loss": 0.10079287737607956, + "wce_loss": 0.12700659036636353, + "ufd_loss": 0.10079287737607956, + "val_loss_wce": 0.44519945979118347, + "val_loss_ufd": 0.3056482672691345, + "beta_value": 1.0 + } +} \ No newline at end of file diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/models/standard_3class/fold_3/config.json b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/models/standard_3class/fold_3/config.json new file mode 100644 index 0000000000000000000000000000000000000000..156315a33a9d52dd64a95a618738faa9eb1267ca --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/models/standard_3class/fold_3/config.json @@ -0,0 +1,16 @@ +{ + "variant": 1, + "variant_name": "unet", + "preprocessing": "standard", + "class_scenario": "3class", + "fold_id": 3, + "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_3_var_1_zscore2/models/standard_3class/fold_3/download_models.txt b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/models/standard_3class/fold_3/download_models.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca882fe580935c7788dbcf6806e4b391934ba50b --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/models/standard_3class/fold_3/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_3_var_1_zscore2/models/standard_3class/fold_3/history.json b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/models/standard_3class/fold_3/history.json new file mode 100644 index 0000000000000000000000000000000000000000..0cd05171ac666f4a5ba8d12220ca869ae1a973a5 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/models/standard_3class/fold_3/history.json @@ -0,0 +1,1638 @@ +{ + "train_loss": [ + 0.10148743540048599, + 0.05465973541140556, + 0.039082810282707214, + 0.02771209180355072, + 0.02356402389705181, + 0.021724678575992584, + 0.020464405417442322, + 0.01851939596235752, + 0.017944732680916786, + 0.019260171800851822, + 0.0249570794403553, + 0.03594829514622688, + 0.06252226233482361, + 0.10382337123155594, + 0.14958034455776215, + 0.19199086725711823, + 0.21132542192935944, + 0.2323446124792099, + 0.2151927649974823, + 0.20436102151870728, + 0.19269342720508575, + 0.18493764102458954, + 0.17736226320266724, + 0.16842222213745117, + 0.16403581202030182, + 0.15793193876743317, + 0.1506137102842331, + 0.14928002655506134, + 0.1484198421239853, + 0.14348985254764557, + 0.1387089043855667, + 0.13313773274421692, + 0.12424316257238388, + 0.12057486921548843, + 0.11656290292739868, + 0.11374086886644363, + 0.10794469714164734, + 0.10546879470348358, + 0.10367874801158905, + 0.10625830292701721, + 0.10079287737607956, + 0.1051645427942276, + 0.09932756423950195, + 0.09497709572315216, + 0.09555117785930634, + 0.09259843826293945, + 0.09346862137317657, + 0.09369571506977081, + 0.09170453995466232, + 0.09465218335390091, + 0.09267287701368332, + 0.08948465436697006, + 0.0891982913017273, + 0.09166741371154785, + 0.08896860480308533, + 0.09028954058885574, + 0.09067916870117188, + 0.08876556903123856, + 0.08878517895936966, + 0.08840853720903397 + ], + "wce_loss": [ + 0.10148424655199051, + 0.05465221405029297, + 0.03906574100255966, + 0.027673941105604172, + 0.023478802293539047, + 0.021533045917749405, + 0.02002842351794243, + 0.017540082335472107, + 0.015746651217341423, + 0.014348792843520641, + 0.014126714318990707, + 0.013493427075445652, + 0.01705745980143547, + 0.025843890383839607, + 0.04413878917694092, + 0.06548301130533218, + 0.08824192732572556, + 0.10874246805906296, + 0.12141753733158112, + 0.13755486905574799, + 0.14591167867183685, + 0.15521621704101562, + 0.16034214198589325, + 0.15803277492523193, + 0.16702517867088318, + 0.16181059181690216, + 0.15626342594623566, + 0.15808527171611786, + 0.15599389374256134, + 0.14813050627708435, + 0.14745362102985382, + 0.1421637386083603, + 0.1375211775302887, + 0.13849462568759918, + 0.1365044116973877, + 0.13547098636627197, + 0.1302284449338913, + 0.12889701128005981, + 0.12754973769187927, + 0.12552189826965332, + 0.12700659036636353, + 0.12760548293590546, + 0.12216755747795105, + 0.12174639105796814, + 0.12031462043523788, + 0.11890164017677307, + 0.11883644759654999, + 0.11858932673931122, + 0.12007501721382141, + 0.11701927334070206, + 0.11629894375801086, + 0.11895722895860672, + 0.1168563961982727, + 0.1160479485988617, + 0.11720211058855057, + 0.11926226317882538, + 0.11684028059244156, + 0.11511310935020447, + 0.11619850248098373, + 0.11650058627128601 + ], + "ufd_loss": [ + 0.954290509223938, + 0.9318991303443909, + 0.9043416380882263, + 0.8681238293647766, + 0.8393814563751221, + 0.8189690709114075, + 0.8087402582168579, + 0.7880367636680603, + 0.7685781121253967, + 0.7481734156608582, + 0.7235165238380432, + 0.6653947234153748, + 0.6163969039916992, + 0.516684889793396, + 0.3921988308429718, + 0.31849873065948486, + 0.2648172676563263, + 0.2556900084018707, + 0.22289028763771057, + 0.2067442536354065, + 0.1934187412261963, + 0.18513789772987366, + 0.17741210758686066, + 0.1684354543685913, + 0.1640341579914093, + 0.15793099999427795, + 0.15061312913894653, + 0.1492796242237091, + 0.14841967821121216, + 0.14348983764648438, + 0.13870887458324432, + 0.13313773274421692, + 0.12424316257238388, + 0.12057486921548843, + 0.11656290292739868, + 0.11374086886644363, + 0.10794469714164734, + 0.10546879470348358, + 0.10367874801158905, + 0.10625830292701721, + 0.10079287737607956, + 0.1051645427942276, + 0.09932756423950195, + 0.09497709572315216, + 0.09555117785930634, + 0.09259843826293945, + 0.09346862137317657, + 0.09369571506977081, + 0.09170453995466232, + 0.09465218335390091, + 0.09267287701368332, + 0.08948465436697006, + 0.0891982913017273, + 0.09166741371154785, + 0.08896860480308533, + 0.09028954058885574, + 0.09067916870117188, + 0.08876556903123856, + 0.08878517895936966, + 0.08840853720903397 + ], + "val_loss": [ + 0.04697165638208389, + 0.04119473695755005, + 0.030089091509580612, + 0.02432873286306858, + 0.027900241315364838, + 0.025731589645147324, + 0.02096288837492466, + 0.021218925714492798, + 0.019368331879377365, + 0.02045462094247341, + 0.030346255749464035, + 0.04827245697379112, + 0.078880675137043, + 0.12869681417942047, + 0.19799140095710754, + 0.2510513663291931, + 0.34651026129722595, + 0.3706822097301483, + 0.34052619338035583, + 0.34606385231018066, + 0.3723173439502716, + 0.33970943093299866, + 0.32151007652282715, + 0.3348499834537506, + 0.344468355178833, + 0.3271748125553131, + 0.34214675426483154, + 0.33427855372428894, + 0.3324088454246521, + 0.32718074321746826, + 0.33754536509513855, + 0.3108701705932617, + 0.30981001257896423, + 0.3050902187824249, + 0.3098679184913635, + 0.3149838447570801, + 0.3138662874698639, + 0.30770573019981384, + 0.30961140990257263, + 0.31141820549964905, + 0.3056482672691345, + 0.3093869090080261, + 0.30770426988601685, + 0.3109416663646698, + 0.31195998191833496, + 0.3124347925186157, + 0.30955439805984497, + 0.31099963188171387, + 0.3084491193294525, + 0.3103291094303131, + 0.31093552708625793, + 0.3096633851528168, + 0.3084048628807068, + 0.31068310141563416, + 0.3106624186038971, + 0.3100619316101074, + 0.3097122609615326, + 0.30953532457351685, + 0.30965402722358704, + 0.3105370104312897 + ], + "val_loss_wce": [ + 0.046968381851911545, + 0.04118719324469566, + 0.030072536319494247, + 0.024291513487696648, + 0.027814947068691254, + 0.025541549548506737, + 0.020525583997368813, + 0.020248422399163246, + 0.01723327301442623, + 0.015885664150118828, + 0.020322222262620926, + 0.023974796757102013, + 0.03164995461702347, + 0.053529977798461914, + 0.0778718888759613, + 0.0737065002322197, + 0.20627106726169586, + 0.2683594822883606, + 0.28740906715393066, + 0.35570138692855835, + 0.5476387143135071, + 0.40587300062179565, + 0.4014472961425781, + 0.45941635966300964, + 0.5270556807518005, + 0.4626148045063019, + 0.5525890588760376, + 0.4888073205947876, + 0.5008447766304016, + 0.4847227931022644, + 0.5520329475402832, + 0.4646519422531128, + 0.4526124596595764, + 0.37677496671676636, + 0.4720926284790039, + 0.48409292101860046, + 0.46207013726234436, + 0.4428621530532837, + 0.4674975872039795, + 0.5063650608062744, + 0.44519945979118347, + 0.4823225140571594, + 0.4512563645839691, + 0.4746762216091156, + 0.46688488125801086, + 0.48630794882774353, + 0.46051841974258423, + 0.48665857315063477, + 0.47730958461761475, + 0.4774567484855652, + 0.48881691694259644, + 0.47895464301109314, + 0.4745747745037079, + 0.4815632998943329, + 0.4862503409385681, + 0.4863733947277069, + 0.4791240692138672, + 0.47554323077201843, + 0.47516781091690063, + 0.47956958413124084 + ], + "val_loss_ufd": [ + 0.9274098873138428, + 0.9211170077323914, + 0.8692322969436646, + 0.8441610932350159, + 0.8443727493286133, + 0.8163405656814575, + 0.8116297125816345, + 0.7838146090507507, + 0.748479962348938, + 0.6985479593276978, + 0.6768973469734192, + 0.729375422000885, + 0.6542688012123108, + 0.5266669392585754, + 0.47438350319862366, + 0.4283961355686188, + 0.4074579179286957, + 0.39000841975212097, + 0.34488633275032043, + 0.34571999311447144, + 0.3695991337299347, + 0.3392636179924011, + 0.3212759792804718, + 0.33469146490097046, + 0.3443673551082611, + 0.32714223861694336, + 0.3421247601509094, + 0.33427149057388306, + 0.33240553736686707, + 0.3271794021129608, + 0.33754459023475647, + 0.31086990237236023, + 0.3098098933696747, + 0.30509018898010254, + 0.30986788868904114, + 0.3149838447570801, + 0.3138662874698639, + 0.30770573019981384, + 0.30961140990257263, + 0.31141820549964905, + 0.3056482672691345, + 0.3093869090080261, + 0.30770426988601685, + 0.3109416663646698, + 0.31195998191833496, + 0.3124347925186157, + 0.30955439805984497, + 0.31099963188171387, + 0.3084491193294525, + 0.3103291094303131, + 0.31093552708625793, + 0.3096633851528168, + 0.3084048628807068, + 0.31068310141563416, + 0.3106624186038971, + 0.3100619316101074, + 0.3097122609615326, + 0.30953532457351685, + 0.30965402722358704, + 0.3105370104312897 + ], + "val_metrics": [ + { + "dice": { + "class_0": 0.836913548122423, + "class_1": 0.13887861050058725, + "class_2": 0.06399338291662314, + "mean": 0.3465951805132111 + }, + "precision": { + "class_0": 0.9999998343998918, + "class_1": 0.0747337824909078, + "class_2": 0.033066770817622104, + "mean": 0.3692667959028073 + }, + "recall": { + "class_0": 0.719562717369575, + "class_1": 0.9801651228340463, + "class_2": 0.9887371942709541, + "mean": 0.8961550114915252 + } + }, + { + "dice": { + "class_0": 0.8746968564239028, + "class_1": 0.13617680295824064, + "class_2": 0.0965396816633802, + "mean": 0.36913778034850786 + }, + "precision": { + "class_0": 0.9998488871056257, + "class_1": 0.07316951761614666, + "class_2": 0.05076750707508078, + "mean": 0.3745953039322844 + }, + "recall": { + "class_0": 0.7773901910856318, + "class_1": 0.9804923479649359, + "class_2": 0.9811316833925958, + "mean": 0.9130047408143879 + } + }, + { + "dice": { + "class_0": 0.9356637724905247, + "class_1": 0.259447753830217, + "class_2": 0.14087663341399312, + "mean": 0.4453293865782449 + }, + "precision": { + "class_0": 0.9998120633895011, + "class_1": 0.14937374892762378, + "class_2": 0.07595019041206476, + "mean": 0.4083786675763965 + }, + "recall": { + "class_0": 0.8792507382835254, + "class_1": 0.9861306886818036, + "class_2": 0.9705961806184764, + "mean": 0.9453258691946017 + } + }, + { + "dice": { + "class_0": 0.9500040628184866, + "class_1": 0.36630699649675497, + "class_2": 0.15068118540170658, + "mean": 0.48899741490564935 + }, + "precision": { + "class_0": 0.999901637246051, + "class_1": 0.22495246411105735, + "class_2": 0.08162215168818235, + "mean": 0.43549208434843023 + }, + "recall": { + "class_0": 0.9048498105539851, + "class_1": 0.9856901933132983, + "class_2": 0.9789705546184174, + "mean": 0.9565035194952336 + } + }, + { + "dice": { + "class_0": 0.9486190434223002, + "class_1": 0.26633242763524206, + "class_2": 0.19245410322189707, + "mean": 0.4691351914264798 + }, + "precision": { + "class_0": 0.9999438770969036, + "class_1": 0.15371439557683608, + "class_2": 0.10694423550919219, + "mean": 0.42020083606097725 + }, + "recall": { + "class_0": 0.9023057515632747, + "class_1": 0.9961739830837241, + "class_2": 0.9602269185192939, + "mean": 0.9529022177220976 + } + }, + { + "dice": { + "class_0": 0.9443310969352591, + "class_1": 0.5044754860964273, + "class_2": 0.11478549724219649, + "mean": 0.5211973600912942 + }, + "precision": { + "class_0": 0.9999397965148709, + "class_1": 0.34066161937017303, + "class_2": 0.060910421280940034, + "mean": 0.46717061238866125 + }, + "recall": { + "class_0": 0.8945815833245941, + "class_1": 0.9717705396685313, + "class_2": 0.9937867547721593, + "mean": 0.9533796259217615 + } + }, + { + "dice": { + "class_0": 0.9534511994656734, + "class_1": 0.45846888637499494, + "class_2": 0.14422363359054471, + "mean": 0.5187145731437376 + }, + "precision": { + "class_0": 0.9999561874272958, + "class_1": 0.29857877644557107, + "class_2": 0.07779316712833445, + "mean": 0.45877604366706715 + }, + "recall": { + "class_0": 0.9110795973499256, + "class_1": 0.9870242650007715, + "class_2": 0.9874072688714598, + "mean": 0.961837043740719 + } + }, + { + "dice": { + "class_0": 0.9691476298103636, + "class_1": 0.4274336858528662, + "class_2": 0.24152722154951167, + "mean": 0.5460361790709138 + }, + "precision": { + "class_0": 0.9998818993673507, + "class_1": 0.272333756765619, + "class_2": 0.13793663880093676, + "mean": 0.4700507649779689 + }, + "recall": { + "class_0": 0.9402464293506364, + "class_1": 0.9929269029387423, + "class_2": 0.9699935581718305, + "mean": 0.9677222968204031 + } + }, + { + "dice": { + "class_0": 0.9721877122769773, + "class_1": 0.5811247218088478, + "class_2": 0.21516055954751157, + "mean": 0.5894909978777788 + }, + "precision": { + "class_0": 0.9998822380315615, + "class_1": 0.4111263714741627, + "class_2": 0.12090803307552159, + "mean": 0.5106388808604153 + }, + "recall": { + "class_0": 0.9459859932572194, + "class_1": 0.9908251107518742, + "class_2": 0.975957442385188, + "mean": 0.9709228487980939 + } + }, + { + "dice": { + "class_0": 0.9799592492236651, + "class_1": 0.6748474157242603, + "class_2": 0.2685479835884352, + "mean": 0.6411182161787868 + }, + "precision": { + "class_0": 0.9998623600319201, + "class_1": 0.5120497622611138, + "class_2": 0.15569634521531014, + "mean": 0.555869489169448 + }, + "recall": { + "class_0": 0.9608330500312023, + "class_1": 0.9894155255726573, + "class_2": 0.9758951021320867, + "mean": 0.9753812259119821 + } + }, + { + "dice": { + "class_0": 0.9837900968664337, + "class_1": 0.6319604270551112, + "class_2": 0.3421161170458552, + "mean": 0.6526222136558001 + }, + "precision": { + "class_0": 0.9997817384202513, + "class_1": 0.4629601442485113, + "class_2": 0.208305807187171, + "mean": 0.5570158966186446 + }, + "recall": { + "class_0": 0.96830197825311, + "class_1": 0.9952804067647563, + "class_2": 0.9566319639237857, + "mean": 0.9734047829805507 + } + }, + { + "dice": { + "class_0": 0.9784801751473222, + "class_1": 0.5378429614622057, + "class_2": 0.2937240424549128, + "mean": 0.6033490596881469 + }, + "precision": { + "class_0": 0.9997167715386853, + "class_1": 0.3693426952032779, + "class_2": 0.17364023870411152, + "mean": 0.5142332351486917 + }, + "recall": { + "class_0": 0.958127053046657, + "class_1": 0.9890757148598104, + "class_2": 0.952309706375429, + "mean": 0.9665041580939655 + } + }, + { + "dice": { + "class_0": 0.9848858221348576, + "class_1": 0.5320713061040562, + "class_2": 0.4441167446875802, + "mean": 0.653691290975498 + }, + "precision": { + "class_0": 0.9996922845789405, + "class_1": 0.36274092678737013, + "class_2": 0.29146720880215415, + "mean": 0.5513001400561549 + }, + "recall": { + "class_0": 0.9705115560453696, + "class_1": 0.9978982078118733, + "class_2": 0.9324855058892162, + "mean": 0.9669650899154864 + } + }, + { + "dice": { + "class_0": 0.993132078430445, + "class_1": 0.7206021297277725, + "class_2": 0.6056765427981448, + "mean": 0.7731369169854542 + }, + "precision": { + "class_0": 0.9992422280425444, + "class_1": 0.5653248157666416, + "class_2": 0.4648487004463783, + "mean": 0.6764719147518546 + }, + "recall": { + "class_0": 0.9870961991520241, + "class_1": 0.9934806685448632, + "class_2": 0.8689192278102593, + "mean": 0.9498320318357155 + } + }, + { + "dice": { + "class_0": 0.994842164070293, + "class_1": 0.7881031542833634, + "class_2": 0.6393404828716029, + "mean": 0.8074286004084198 + }, + "precision": { + "class_0": 0.998992389573467, + "class_1": 0.6563806523500403, + "class_2": 0.5177426415670722, + "mean": 0.7243718944968598 + }, + "recall": { + "class_0": 0.9907262793905722, + "class_1": 0.9859670761163588, + "class_2": 0.8355879724854319, + "mean": 0.9374271093307877 + } + }, + { + "dice": { + "class_0": 0.9964266917482928, + "class_1": 0.8930466156727418, + "class_2": 0.664145331264561, + "mean": 0.8512062128951986 + }, + "precision": { + "class_0": 0.9990005950435911, + "class_1": 0.8248888225310872, + "class_2": 0.5397632013301538, + "mean": 0.7878842063016106 + }, + "recall": { + "class_0": 0.9938660175800911, + "class_1": 0.9734821788147232, + "class_2": 0.8630176838500031, + "mean": 0.9434552934149392 + } + }, + { + "dice": { + "class_0": 0.9971581127597923, + "class_1": 0.9008631158655145, + "class_2": 0.686836591831392, + "mean": 0.8616192734855662 + }, + "precision": { + "class_0": 0.9980127101088349, + "class_1": 0.8509809627191067, + "class_2": 0.6576785578446458, + "mean": 0.8355574102241957 + }, + "recall": { + "class_0": 0.9963049777403656, + "class_1": 0.9569573097047964, + "class_2": 0.7186999979204981, + "mean": 0.8906540951218868 + } + }, + { + "dice": { + "class_0": 0.9974505098712, + "class_1": 0.9170108672640032, + "class_2": 0.6915219397593217, + "mean": 0.8686611056315083 + }, + "precision": { + "class_0": 0.997780731714634, + "class_1": 0.8826001420196238, + "class_2": 0.6980668656954454, + "mean": 0.859482579809901 + }, + "recall": { + "class_0": 0.9971205065334533, + "class_1": 0.9542136528381063, + "class_2": 0.6850986014988985, + "mean": 0.8788109202901527 + } + }, + { + "dice": { + "class_0": 0.9979745381572306, + "class_1": 0.9261381977641525, + "class_2": 0.7403539988753274, + "mean": 0.8881555782655702 + }, + "precision": { + "class_0": 0.997644817300066, + "class_1": 0.8973196898335902, + "class_2": 0.8477520709877812, + "mean": 0.9142388593738126 + }, + "recall": { + "class_0": 0.9983044770314251, + "class_1": 0.9568692106310953, + "class_2": 0.6571078278564156, + "mean": 0.8707605051729788 + } + }, + { + "dice": { + "class_0": 0.998035234567197, + "class_1": 0.9334111630675067, + "class_2": 0.7305694566317262, + "mean": 0.88733861808881 + }, + "precision": { + "class_0": 0.9972501952333901, + "class_1": 0.9411922766868307, + "class_2": 0.8508410905150102, + "mean": 0.9297611874784103 + }, + "recall": { + "class_0": 0.9988215108469142, + "class_1": 0.9257576520326649, + "class_2": 0.6400889387597613, + "mean": 0.8548893672131136 + } + }, + { + "dice": { + "class_0": 0.9978505404183696, + "class_1": 0.9296549144294213, + "class_2": 0.6802696812501685, + "mean": 0.8692583786993199 + }, + "precision": { + "class_0": 0.9968833551111441, + "class_1": 0.9211381410680622, + "class_2": 0.8796308503596584, + "mean": 0.9325507821796215 + }, + "recall": { + "class_0": 0.9988196042921671, + "class_1": 0.9383306484080015, + "class_2": 0.5545788915891474, + "mean": 0.830576381429772 + } + }, + { + "dice": { + "class_0": 0.9980243233413097, + "class_1": 0.9319144208090444, + "class_2": 0.7416075240889255, + "mean": 0.8905154227464266 + }, + "precision": { + "class_0": 0.9976380592865217, + "class_1": 0.9144719308011116, + "class_2": 0.8339042873434187, + "mean": 0.9153380924770174 + }, + "recall": { + "class_0": 0.9984108866182496, + "class_1": 0.9500352396282847, + "class_2": 0.6677056708836363, + "mean": 0.8720505990433902 + } + }, + { + "dice": { + "class_0": 0.9980977264311152, + "class_1": 0.935447127144489, + "class_2": 0.7498939402617096, + "mean": 0.8944795979457713 + }, + "precision": { + "class_0": 0.9976649480884493, + "class_1": 0.9253845301270577, + "class_2": 0.8365138647272166, + "mean": 0.9198544476475745 + }, + "recall": { + "class_0": 0.9985308804076476, + "class_1": 0.9457309705988903, + "class_2": 0.6795295388885159, + "mean": 0.8745971299650179 + } + }, + { + "dice": { + "class_0": 0.9981091310200506, + "class_1": 0.935370852577034, + "class_2": 0.7420989086423828, + "mean": 0.8918596307464891 + }, + "precision": { + "class_0": 0.9973469167767686, + "class_1": 0.9417730885511632, + "class_2": 0.8621524244317441, + "mean": 0.9337574765865586 + }, + "recall": { + "class_0": 0.9988725111864001, + "class_1": 0.9290550745054759, + "class_2": 0.6513933046554633, + "mean": 0.8597736301157797 + } + }, + { + "dice": { + "class_0": 0.9980465282534753, + "class_1": 0.9321036429256356, + "class_2": 0.7358680584344547, + "mean": 0.8886727432045219 + }, + "precision": { + "class_0": 0.9973007834581192, + "class_1": 0.9363355812080919, + "class_2": 0.8560008820749324, + "mean": 0.9298790822470479 + }, + "recall": { + "class_0": 0.998793389164394, + "class_1": 0.9279097865473621, + "class_2": 0.6453047399359032, + "mean": 0.8573359718825531 + } + }, + { + "dice": { + "class_0": 0.9981201097993966, + "class_1": 0.9388346821969223, + "class_2": 0.7465987565091121, + "mean": 0.8945178495018103 + }, + "precision": { + "class_0": 0.9975657724104804, + "class_1": 0.940375776553184, + "class_2": 0.8333205295617697, + "mean": 0.9237540261751448 + }, + "recall": { + "class_0": 0.9986750636103998, + "class_1": 0.9372986306875034, + "class_2": 0.6762255054741471, + "mean": 0.8707330665906835 + } + }, + { + "dice": { + "class_0": 0.9980340997367467, + "class_1": 0.939243108549485, + "class_2": 0.715337319151681, + "mean": 0.8842048424793042 + }, + "precision": { + "class_0": 0.9973112493344042, + "class_1": 0.9298992216495455, + "class_2": 0.8589527027002011, + "mean": 0.9287210578947169 + }, + "recall": { + "class_0": 0.9987579987419002, + "class_1": 0.9487766814325554, + "class_2": 0.6128670282388611, + "mean": 0.8534672361377722 + } + }, + { + "dice": { + "class_0": 0.9980627761523522, + "class_1": 0.9349161373156936, + "class_2": 0.7370668302225271, + "mean": 0.8900152478968576 + }, + "precision": { + "class_0": 0.9975646647110535, + "class_1": 0.9174774338148453, + "class_2": 0.8523145748633287, + "mean": 0.9224522244630758 + }, + "recall": { + "class_0": 0.9985613852836017, + "class_1": 0.9530306081341208, + "class_2": 0.6492737360500191, + "mean": 0.8669552431559139 + } + }, + { + "dice": { + "class_0": 0.9980857477819324, + "class_1": 0.9358881104596966, + "class_2": 0.7447809602111087, + "mean": 0.8929182728175792 + }, + "precision": { + "class_0": 0.9974403094905979, + "class_1": 0.949126439755469, + "class_2": 0.826753885548473, + "mean": 0.9244402115981799 + }, + "recall": { + "class_0": 0.9987320219334704, + "class_1": 0.9230139951659748, + "class_2": 0.6775969910423756, + "mean": 0.8664476693806069 + } + }, + { + "dice": { + "class_0": 0.998167347054448, + "class_1": 0.9397832856522065, + "class_2": 0.7498140399805325, + "mean": 0.8959215575623957 + }, + "precision": { + "class_0": 0.9975067899542711, + "class_1": 0.9452635599682387, + "class_2": 0.8507265870167715, + "mean": 0.9311656456464271 + }, + "recall": { + "class_0": 0.9988287795868876, + "class_1": 0.9343661900914539, + "class_2": 0.6703031814295237, + "mean": 0.867832717035955 + } + }, + { + "dice": { + "class_0": 0.9981236699009195, + "class_1": 0.9387187330834883, + "class_2": 0.735273294533227, + "mean": 0.8907052325058782 + }, + "precision": { + "class_0": 0.9973548045520133, + "class_1": 0.9389433125979766, + "class_2": 0.8700727024853173, + "mean": 0.9354569398784358 + }, + "recall": { + "class_0": 0.998893721607962, + "class_1": 0.9384942609734463, + "class_2": 0.6366394447548227, + "mean": 0.8580091424454105 + } + }, + { + "dice": { + "class_0": 0.9982277562450902, + "class_1": 0.939154230438197, + "class_2": 0.7642635184299279, + "mean": 0.9005485017044051 + }, + "precision": { + "class_0": 0.9975473481050822, + "class_1": 0.9498963683866297, + "class_2": 0.8604723754009456, + "mean": 0.9359720306308859 + }, + "recall": { + "class_0": 0.9989090932056108, + "class_1": 0.9286523358828425, + "class_2": 0.6874051908636465, + "mean": 0.8716555399840332 + } + }, + { + "dice": { + "class_0": 0.9982161344696893, + "class_1": 0.9393971802979878, + "class_2": 0.7663167917290854, + "mean": 0.9013100354989207 + }, + "precision": { + "class_0": 0.9977418082961909, + "class_1": 0.9391549366630952, + "class_2": 0.8429886032049603, + "mean": 0.9266284493880822 + }, + "recall": { + "class_0": 0.9986909118467353, + "class_1": 0.9396395489315601, + "class_2": 0.7024291918610593, + "mean": 0.8802532175464516 + } + }, + { + "dice": { + "class_0": 0.9981692027424133, + "class_1": 0.9399605053286539, + "class_2": 0.7706655902776968, + "mean": 0.9029317661162546 + }, + "precision": { + "class_0": 0.997989665664128, + "class_1": 0.9454418130876682, + "class_2": 0.7882831004567933, + "mean": 0.9105715264028631 + }, + "recall": { + "class_0": 0.9983488044292961, + "class_1": 0.934542388238856, + "class_2": 0.753818340500896, + "mean": 0.8955698443896827 + } + }, + { + "dice": { + "class_0": 0.9982396974308716, + "class_1": 0.9410564598388502, + "class_2": 0.7635394677639391, + "mean": 0.9009452083445536 + }, + "precision": { + "class_0": 0.9976078038363324, + "class_1": 0.9475584703903799, + "class_2": 0.8581207218397165, + "mean": 0.9344289986888096 + }, + "recall": { + "class_0": 0.9988723920267284, + "class_1": 0.9346430728945144, + "class_2": 0.6877376722135201, + "mean": 0.8737510457115877 + } + }, + { + "dice": { + "class_0": 0.9982251804532798, + "class_1": 0.941012412843735, + "class_2": 0.7588204379553182, + "mean": 0.899352677084111 + }, + "precision": { + "class_0": 0.9976538134636376, + "class_1": 0.9351470935495902, + "class_2": 0.8662737987284244, + "mean": 0.9330249019138841 + }, + "recall": { + "class_0": 0.9987972022738882, + "class_1": 0.9469517720487478, + "class_2": 0.6750826008339565, + "mean": 0.8736105250521975 + } + }, + { + "dice": { + "class_0": 0.9982369873456768, + "class_1": 0.9414862455820563, + "class_2": 0.7653848345003528, + "mean": 0.9017026891426952 + }, + "precision": { + "class_0": 0.9977234161970039, + "class_1": 0.9424539366640908, + "class_2": 0.847257958728502, + "mean": 0.9291451038631989 + }, + "recall": { + "class_0": 0.9987510874809419, + "class_1": 0.9405205396685706, + "class_2": 0.6979406936377658, + "mean": 0.8790707735957595 + } + }, + { + "dice": { + "class_0": 0.9981966309554509, + "class_1": 0.9378876615508082, + "class_2": 0.7661890986939774, + "mean": 0.9007577970667455 + }, + "precision": { + "class_0": 0.9978706973492855, + "class_1": 0.9210673202920435, + "class_2": 0.847667767051766, + "mean": 0.9222019282310318 + }, + "recall": { + "class_0": 0.9985227775499722, + "class_1": 0.9553337696323055, + "class_2": 0.6990004779404879, + "mean": 0.8842856750409219 + } + }, + { + "dice": { + "class_0": 0.9982404272950179, + "class_1": 0.940764630365444, + "class_2": 0.7675082828735662, + "mean": 0.9021711135113427 + }, + "precision": { + "class_0": 0.9977684640699381, + "class_1": 0.9362325343691978, + "class_2": 0.8523866318145192, + "mean": 0.9287958767512183 + }, + "recall": { + "class_0": 0.9987128372263274, + "class_1": 0.9453408175582142, + "class_2": 0.6980030338908672, + "mean": 0.8806855628918028 + } + }, + { + "dice": { + "class_0": 0.9982392958374121, + "class_1": 0.9413938289442962, + "class_2": 0.7596457270212216, + "mean": 0.8997596172676433 + }, + "precision": { + "class_0": 0.9975988006022575, + "class_1": 0.9401059316703817, + "class_2": 0.8722051613574909, + "mean": 0.9366366312100434 + }, + "recall": { + "class_0": 0.9988806140440755, + "class_1": 0.9426852597652252, + "class_2": 0.6728175716379428, + "mean": 0.8714611484824145 + } + }, + { + "dice": { + "class_0": 0.9982512582852862, + "class_1": 0.9412208603997376, + "class_2": 0.7717556478564912, + "mean": 0.9037425888471717 + }, + "precision": { + "class_0": 0.9978174634119623, + "class_1": 0.9405879617398281, + "class_2": 0.8419540229864378, + "mean": 0.9267864827127427 + }, + "recall": { + "class_0": 0.9986854305018373, + "class_1": 0.9418546113560438, + "class_2": 0.7123620721885328, + "mean": 0.884300704682138 + } + }, + { + "dice": { + "class_0": 0.9982277666173245, + "class_1": 0.9405887645250558, + "class_2": 0.7651173955776444, + "mean": 0.901311308906675 + }, + "precision": { + "class_0": 0.9977089179478965, + "class_1": 0.9404053493012186, + "class_2": 0.8503010747202665, + "mean": 0.9294717806564604 + }, + "recall": { + "class_0": 0.9987471552117759, + "class_1": 0.9407722513077165, + "class_2": 0.6954470835137139, + "mean": 0.8783221633444022 + } + }, + { + "dice": { + "class_0": 0.9982403697242523, + "class_1": 0.941441694611948, + "class_2": 0.769809620366374, + "mean": 0.9031638949008581 + }, + "precision": { + "class_0": 0.9978685119162459, + "class_1": 0.9343290982324954, + "class_2": 0.8406032425496578, + "mean": 0.9242669508994664 + }, + "recall": { + "class_0": 0.9986125047827593, + "class_1": 0.9486634111949398, + "class_2": 0.7100139226550506, + "mean": 0.8857632795442498 + } + }, + { + "dice": { + "class_0": 0.9982307659967338, + "class_1": 0.9415513142951589, + "class_2": 0.7637475241281342, + "mean": 0.9011765348066757 + }, + "precision": { + "class_0": 0.9977331049177207, + "class_1": 0.9384494205006834, + "class_2": 0.8504334523180764, + "mean": 0.9288719925788268 + }, + "recall": { + "class_0": 0.9987289237820064, + "class_1": 0.9446737817144776, + "class_2": 0.6930989339802317, + "mean": 0.8788338798255718 + } + }, + { + "dice": { + "class_0": 0.9982383581989055, + "class_1": 0.9413379116741808, + "class_2": 0.7661583483838609, + "mean": 0.9019115394189824 + }, + "precision": { + "class_0": 0.9977577885449839, + "class_1": 0.9373440151730341, + "class_2": 0.8515055266145305, + "mean": 0.9288691101108495 + }, + "recall": { + "class_0": 0.9987193910082707, + "class_1": 0.9453659887221287, + "class_2": 0.6963614072258663, + "mean": 0.880148928985422 + } + }, + { + "dice": { + "class_0": 0.9982420753157708, + "class_1": 0.9412956994656175, + "class_2": 0.7645514223185943, + "mean": 0.9013630656999942 + }, + "precision": { + "class_0": 0.9976798370303509, + "class_1": 0.9415801934302065, + "class_2": 0.8575451468704431, + "mean": 0.9322683924436669 + }, + "recall": { + "class_0": 0.9988049476525485, + "class_1": 0.941011377364905, + "class_2": 0.6897533403971287, + "mean": 0.8765232218048608 + } + }, + { + "dice": { + "class_0": 0.9982433611503986, + "class_1": 0.9412701597726671, + "class_2": 0.7686740701240189, + "mean": 0.9027291970156949 + }, + "precision": { + "class_0": 0.9977962114027339, + "class_1": 0.9379530117458911, + "class_2": 0.8463306189717582, + "mean": 0.9273599473734611 + }, + "recall": { + "class_0": 0.9986909118467353, + "class_1": 0.9446108538046911, + "class_2": 0.7040708185260601, + "mean": 0.8824575280591622 + } + }, + { + "dice": { + "class_0": 0.9982382173565483, + "class_1": 0.941351038679555, + "class_2": 0.7644384228525909, + "mean": 0.9013425596295647 + }, + "precision": { + "class_0": 0.9977025674085839, + "class_1": 0.9405467886207903, + "class_2": 0.8541992763828123, + "mean": 0.9308162108040623 + }, + "recall": { + "class_0": 0.9987744427765942, + "class_1": 0.9421566653230188, + "class_2": 0.6917482284963702, + "mean": 0.8775597788653277 + } + }, + { + "dice": { + "class_0": 0.9982407689498697, + "class_1": 0.9409891955573055, + "class_2": 0.7663013572991949, + "mean": 0.9018437739354567 + }, + "precision": { + "class_0": 0.9977439338760137, + "class_1": 0.9371598342226279, + "class_2": 0.854611470503325, + "mean": 0.9298384128673222 + }, + "recall": { + "class_0": 0.998738099076727, + "class_1": 0.9448499798618797, + "class_2": 0.6945327598015616, + "mean": 0.8793736129133894 + } + }, + { + "dice": { + "class_0": 0.9982358732296442, + "class_1": 0.941203018829488, + "class_2": 0.7654032774869938, + "mean": 0.9016140565153754 + }, + "precision": { + "class_0": 0.9977461634602182, + "class_1": 0.9375593186461142, + "class_2": 0.8517867603961902, + "mean": 0.9290307475008408 + }, + "recall": { + "class_0": 0.9987260639498857, + "class_1": 0.9448751510257943, + "class_2": 0.6949275814045365, + "mean": 0.8795095987934055 + } + }, + { + "dice": { + "class_0": 0.9982334425884264, + "class_1": 0.9410525919930923, + "class_2": 0.7633943504380043, + "mean": 0.9008934616731743 + }, + "precision": { + "class_0": 0.9977039673667806, + "class_1": 0.937310376685931, + "class_2": 0.8578835485019498, + "mean": 0.9309659641848871 + }, + "recall": { + "class_0": 0.9987634800867983, + "class_1": 0.9448248086979651, + "class_2": 0.6876545518760516, + "mean": 0.8770809468869384 + } + }, + { + "dice": { + "class_0": 0.9982412635747607, + "class_1": 0.9411520693875484, + "class_2": 0.7666167715977849, + "mean": 0.902003368186698 + }, + "precision": { + "class_0": 0.9977341004021362, + "class_1": 0.9400118017791309, + "class_2": 0.8515509976116882, + "mean": 0.9297656332643184 + }, + "recall": { + "class_0": 0.9987489426068513, + "class_1": 0.9422951067245491, + "class_2": 0.6970887101787148, + "mean": 0.8793775865033718 + } + }, + { + "dice": { + "class_0": 0.9982430052803872, + "class_1": 0.9411823722685914, + "class_2": 0.7672596889478986, + "mean": 0.9022283554989592 + }, + "precision": { + "class_0": 0.9977612461785057, + "class_1": 0.9378655336154238, + "class_2": 0.851588045928236, + "mean": 0.9290716085740551 + }, + "recall": { + "class_0": 0.9987252298321838, + "class_1": 0.9445227547309901, + "class_2": 0.6981277143970698, + "mean": 0.8804585663200813 + } + }, + { + "dice": { + "class_0": 0.9982364855385085, + "class_1": 0.941242966237351, + "class_2": 0.7655271696897245, + "mean": 0.9016688738218613 + }, + "precision": { + "class_0": 0.9977372783510582, + "class_1": 0.9393551945435478, + "class_2": 0.8502576076727741, + "mean": 0.9291166935224601 + }, + "recall": { + "class_0": 0.9987361925219799, + "class_1": 0.9431383407156877, + "class_2": 0.6961536063821953, + "mean": 0.879342713206621 + } + }, + { + "dice": { + "class_0": 0.9982416541694317, + "class_1": 0.941382469968908, + "class_2": 0.7649196237601305, + "mean": 0.9015145826328234 + }, + "precision": { + "class_0": 0.9977156168554527, + "class_1": 0.9388723366954522, + "class_2": 0.8562932832148488, + "mean": 0.9309604122552512 + }, + "recall": { + "class_0": 0.998768246473666, + "class_1": 0.9439060612150827, + "class_2": 0.6911663861340914, + "mean": 0.8779468979409467 + } + }, + { + "dice": { + "class_0": 0.998243253294095, + "class_1": 0.9412724306682512, + "class_2": 0.7655475996175416, + "mean": 0.9016877611932959 + }, + "precision": { + "class_0": 0.9977221412253275, + "class_1": 0.9385165907600489, + "class_2": 0.8564962452400563, + "mean": 0.9309116590751443 + }, + "recall": { + "class_0": 0.9987649100028586, + "class_1": 0.9440445026166129, + "class_2": 0.6920599297618767, + "mean": 0.8782897807937827 + } + }, + { + "dice": { + "class_0": 0.9982407069900797, + "class_1": 0.9411373587077435, + "class_2": 0.7664107463634148, + "mean": 0.9019296040204127 + }, + "precision": { + "class_0": 0.9977452371542324, + "class_1": 0.9381362078871793, + "class_2": 0.8527524570941265, + "mean": 0.9295446340451794 + }, + "recall": { + "class_0": 0.9987366691606666, + "class_1": 0.9441577728542285, + "class_2": 0.6959458055385243, + "mean": 0.8796134158511398 + } + }, + { + "dice": { + "class_0": 0.9982401072955065, + "class_1": 0.9411639121911004, + "class_2": 0.7666860723939058, + "mean": 0.9020300306268375 + }, + "precision": { + "class_0": 0.9977470120470334, + "class_1": 0.9391353383446878, + "class_2": 0.8506079027334078, + "mean": 0.9291634177083763 + }, + "recall": { + "class_0": 0.9987336901688743, + "class_1": 0.9432012686254743, + "class_2": 0.6978367932159304, + "mean": 0.8799239173367597 + } + }, + { + "dice": { + "class_0": 0.9982387283018008, + "class_1": 0.9410996654168841, + "class_2": 0.7666381425058285, + "mean": 0.9019921787415045 + }, + "precision": { + "class_0": 0.9977509166029567, + "class_1": 0.9387954462898559, + "class_2": 0.8500581954333029, + "mean": 0.9288681861087053 + }, + "recall": { + "class_0": 0.9987270172272592, + "class_1": 0.9434152235187482, + "class_2": 0.6981277143970698, + "mean": 0.8800899850476923 + } + }, + { + "dice": { + "class_0": 0.9982367838136349, + "class_1": 0.9410612613850879, + "class_2": 0.7658319039442357, + "mean": 0.9017099830476529 + }, + "precision": { + "class_0": 0.9977372796978349, + "class_1": 0.9387688646741327, + "class_2": 0.8514760851301867, + "mean": 0.9293274098340514 + }, + "recall": { + "class_0": 0.9987367883203383, + "class_1": 0.943364881190919, + "class_2": 0.6958419051166888, + "mean": 0.879314524875982 + } + } + ], + "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_3_var_1_zscore2/models/standard_3class/fold_3/history_with_analysis.json b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/models/standard_3class/fold_3/history_with_analysis.json new file mode 100644 index 0000000000000000000000000000000000000000..7df01a16e8c211fc88b7927511392812ff935442 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/models/standard_3class/fold_3/history_with_analysis.json @@ -0,0 +1,1682 @@ +{ + "train_loss": [ + 0.10148743540048599, + 0.05465973541140556, + 0.039082810282707214, + 0.02771209180355072, + 0.02356402389705181, + 0.021724678575992584, + 0.020464405417442322, + 0.01851939596235752, + 0.017944732680916786, + 0.019260171800851822, + 0.0249570794403553, + 0.03594829514622688, + 0.06252226233482361, + 0.10382337123155594, + 0.14958034455776215, + 0.19199086725711823, + 0.21132542192935944, + 0.2323446124792099, + 0.2151927649974823, + 0.20436102151870728, + 0.19269342720508575, + 0.18493764102458954, + 0.17736226320266724, + 0.16842222213745117, + 0.16403581202030182, + 0.15793193876743317, + 0.1506137102842331, + 0.14928002655506134, + 0.1484198421239853, + 0.14348985254764557, + 0.1387089043855667, + 0.13313773274421692, + 0.12424316257238388, + 0.12057486921548843, + 0.11656290292739868, + 0.11374086886644363, + 0.10794469714164734, + 0.10546879470348358, + 0.10367874801158905, + 0.10625830292701721, + 0.10079287737607956, + 0.1051645427942276, + 0.09932756423950195, + 0.09497709572315216, + 0.09555117785930634, + 0.09259843826293945, + 0.09346862137317657, + 0.09369571506977081, + 0.09170453995466232, + 0.09465218335390091, + 0.09267287701368332, + 0.08948465436697006, + 0.0891982913017273, + 0.09166741371154785, + 0.08896860480308533, + 0.09028954058885574, + 0.09067916870117188, + 0.08876556903123856, + 0.08878517895936966, + 0.08840853720903397 + ], + "wce_loss": [ + 0.10148424655199051, + 0.05465221405029297, + 0.03906574100255966, + 0.027673941105604172, + 0.023478802293539047, + 0.021533045917749405, + 0.02002842351794243, + 0.017540082335472107, + 0.015746651217341423, + 0.014348792843520641, + 0.014126714318990707, + 0.013493427075445652, + 0.01705745980143547, + 0.025843890383839607, + 0.04413878917694092, + 0.06548301130533218, + 0.08824192732572556, + 0.10874246805906296, + 0.12141753733158112, + 0.13755486905574799, + 0.14591167867183685, + 0.15521621704101562, + 0.16034214198589325, + 0.15803277492523193, + 0.16702517867088318, + 0.16181059181690216, + 0.15626342594623566, + 0.15808527171611786, + 0.15599389374256134, + 0.14813050627708435, + 0.14745362102985382, + 0.1421637386083603, + 0.1375211775302887, + 0.13849462568759918, + 0.1365044116973877, + 0.13547098636627197, + 0.1302284449338913, + 0.12889701128005981, + 0.12754973769187927, + 0.12552189826965332, + 0.12700659036636353, + 0.12760548293590546, + 0.12216755747795105, + 0.12174639105796814, + 0.12031462043523788, + 0.11890164017677307, + 0.11883644759654999, + 0.11858932673931122, + 0.12007501721382141, + 0.11701927334070206, + 0.11629894375801086, + 0.11895722895860672, + 0.1168563961982727, + 0.1160479485988617, + 0.11720211058855057, + 0.11926226317882538, + 0.11684028059244156, + 0.11511310935020447, + 0.11619850248098373, + 0.11650058627128601 + ], + "ufd_loss": [ + 0.954290509223938, + 0.9318991303443909, + 0.9043416380882263, + 0.8681238293647766, + 0.8393814563751221, + 0.8189690709114075, + 0.8087402582168579, + 0.7880367636680603, + 0.7685781121253967, + 0.7481734156608582, + 0.7235165238380432, + 0.6653947234153748, + 0.6163969039916992, + 0.516684889793396, + 0.3921988308429718, + 0.31849873065948486, + 0.2648172676563263, + 0.2556900084018707, + 0.22289028763771057, + 0.2067442536354065, + 0.1934187412261963, + 0.18513789772987366, + 0.17741210758686066, + 0.1684354543685913, + 0.1640341579914093, + 0.15793099999427795, + 0.15061312913894653, + 0.1492796242237091, + 0.14841967821121216, + 0.14348983764648438, + 0.13870887458324432, + 0.13313773274421692, + 0.12424316257238388, + 0.12057486921548843, + 0.11656290292739868, + 0.11374086886644363, + 0.10794469714164734, + 0.10546879470348358, + 0.10367874801158905, + 0.10625830292701721, + 0.10079287737607956, + 0.1051645427942276, + 0.09932756423950195, + 0.09497709572315216, + 0.09555117785930634, + 0.09259843826293945, + 0.09346862137317657, + 0.09369571506977081, + 0.09170453995466232, + 0.09465218335390091, + 0.09267287701368332, + 0.08948465436697006, + 0.0891982913017273, + 0.09166741371154785, + 0.08896860480308533, + 0.09028954058885574, + 0.09067916870117188, + 0.08876556903123856, + 0.08878517895936966, + 0.08840853720903397 + ], + "val_loss": [ + 0.04697165638208389, + 0.04119473695755005, + 0.030089091509580612, + 0.02432873286306858, + 0.027900241315364838, + 0.025731589645147324, + 0.02096288837492466, + 0.021218925714492798, + 0.019368331879377365, + 0.02045462094247341, + 0.030346255749464035, + 0.04827245697379112, + 0.078880675137043, + 0.12869681417942047, + 0.19799140095710754, + 0.2510513663291931, + 0.34651026129722595, + 0.3706822097301483, + 0.34052619338035583, + 0.34606385231018066, + 0.3723173439502716, + 0.33970943093299866, + 0.32151007652282715, + 0.3348499834537506, + 0.344468355178833, + 0.3271748125553131, + 0.34214675426483154, + 0.33427855372428894, + 0.3324088454246521, + 0.32718074321746826, + 0.33754536509513855, + 0.3108701705932617, + 0.30981001257896423, + 0.3050902187824249, + 0.3098679184913635, + 0.3149838447570801, + 0.3138662874698639, + 0.30770573019981384, + 0.30961140990257263, + 0.31141820549964905, + 0.3056482672691345, + 0.3093869090080261, + 0.30770426988601685, + 0.3109416663646698, + 0.31195998191833496, + 0.3124347925186157, + 0.30955439805984497, + 0.31099963188171387, + 0.3084491193294525, + 0.3103291094303131, + 0.31093552708625793, + 0.3096633851528168, + 0.3084048628807068, + 0.31068310141563416, + 0.3106624186038971, + 0.3100619316101074, + 0.3097122609615326, + 0.30953532457351685, + 0.30965402722358704, + 0.3105370104312897 + ], + "val_loss_wce": [ + 0.046968381851911545, + 0.04118719324469566, + 0.030072536319494247, + 0.024291513487696648, + 0.027814947068691254, + 0.025541549548506737, + 0.020525583997368813, + 0.020248422399163246, + 0.01723327301442623, + 0.015885664150118828, + 0.020322222262620926, + 0.023974796757102013, + 0.03164995461702347, + 0.053529977798461914, + 0.0778718888759613, + 0.0737065002322197, + 0.20627106726169586, + 0.2683594822883606, + 0.28740906715393066, + 0.35570138692855835, + 0.5476387143135071, + 0.40587300062179565, + 0.4014472961425781, + 0.45941635966300964, + 0.5270556807518005, + 0.4626148045063019, + 0.5525890588760376, + 0.4888073205947876, + 0.5008447766304016, + 0.4847227931022644, + 0.5520329475402832, + 0.4646519422531128, + 0.4526124596595764, + 0.37677496671676636, + 0.4720926284790039, + 0.48409292101860046, + 0.46207013726234436, + 0.4428621530532837, + 0.4674975872039795, + 0.5063650608062744, + 0.44519945979118347, + 0.4823225140571594, + 0.4512563645839691, + 0.4746762216091156, + 0.46688488125801086, + 0.48630794882774353, + 0.46051841974258423, + 0.48665857315063477, + 0.47730958461761475, + 0.4774567484855652, + 0.48881691694259644, + 0.47895464301109314, + 0.4745747745037079, + 0.4815632998943329, + 0.4862503409385681, + 0.4863733947277069, + 0.4791240692138672, + 0.47554323077201843, + 0.47516781091690063, + 0.47956958413124084 + ], + "val_loss_ufd": [ + 0.9274098873138428, + 0.9211170077323914, + 0.8692322969436646, + 0.8441610932350159, + 0.8443727493286133, + 0.8163405656814575, + 0.8116297125816345, + 0.7838146090507507, + 0.748479962348938, + 0.6985479593276978, + 0.6768973469734192, + 0.729375422000885, + 0.6542688012123108, + 0.5266669392585754, + 0.47438350319862366, + 0.4283961355686188, + 0.4074579179286957, + 0.39000841975212097, + 0.34488633275032043, + 0.34571999311447144, + 0.3695991337299347, + 0.3392636179924011, + 0.3212759792804718, + 0.33469146490097046, + 0.3443673551082611, + 0.32714223861694336, + 0.3421247601509094, + 0.33427149057388306, + 0.33240553736686707, + 0.3271794021129608, + 0.33754459023475647, + 0.31086990237236023, + 0.3098098933696747, + 0.30509018898010254, + 0.30986788868904114, + 0.3149838447570801, + 0.3138662874698639, + 0.30770573019981384, + 0.30961140990257263, + 0.31141820549964905, + 0.3056482672691345, + 0.3093869090080261, + 0.30770426988601685, + 0.3109416663646698, + 0.31195998191833496, + 0.3124347925186157, + 0.30955439805984497, + 0.31099963188171387, + 0.3084491193294525, + 0.3103291094303131, + 0.31093552708625793, + 0.3096633851528168, + 0.3084048628807068, + 0.31068310141563416, + 0.3106624186038971, + 0.3100619316101074, + 0.3097122609615326, + 0.30953532457351685, + 0.30965402722358704, + 0.3105370104312897 + ], + "val_metrics": [ + { + "dice": { + "class_0": 0.836913548122423, + "class_1": 0.13887861050058725, + "class_2": 0.06399338291662314, + "mean": 0.3465951805132111 + }, + "precision": { + "class_0": 0.9999998343998918, + "class_1": 0.0747337824909078, + "class_2": 0.033066770817622104, + "mean": 0.3692667959028073 + }, + "recall": { + "class_0": 0.719562717369575, + "class_1": 0.9801651228340463, + "class_2": 0.9887371942709541, + "mean": 0.8961550114915252 + } + }, + { + "dice": { + "class_0": 0.8746968564239028, + "class_1": 0.13617680295824064, + "class_2": 0.0965396816633802, + "mean": 0.36913778034850786 + }, + "precision": { + "class_0": 0.9998488871056257, + "class_1": 0.07316951761614666, + "class_2": 0.05076750707508078, + "mean": 0.3745953039322844 + }, + "recall": { + "class_0": 0.7773901910856318, + "class_1": 0.9804923479649359, + "class_2": 0.9811316833925958, + "mean": 0.9130047408143879 + } + }, + { + "dice": { + "class_0": 0.9356637724905247, + "class_1": 0.259447753830217, + "class_2": 0.14087663341399312, + "mean": 0.4453293865782449 + }, + "precision": { + "class_0": 0.9998120633895011, + "class_1": 0.14937374892762378, + "class_2": 0.07595019041206476, + "mean": 0.4083786675763965 + }, + "recall": { + "class_0": 0.8792507382835254, + "class_1": 0.9861306886818036, + "class_2": 0.9705961806184764, + "mean": 0.9453258691946017 + } + }, + { + "dice": { + "class_0": 0.9500040628184866, + "class_1": 0.36630699649675497, + "class_2": 0.15068118540170658, + "mean": 0.48899741490564935 + }, + "precision": { + "class_0": 0.999901637246051, + "class_1": 0.22495246411105735, + "class_2": 0.08162215168818235, + "mean": 0.43549208434843023 + }, + "recall": { + "class_0": 0.9048498105539851, + "class_1": 0.9856901933132983, + "class_2": 0.9789705546184174, + "mean": 0.9565035194952336 + } + }, + { + "dice": { + "class_0": 0.9486190434223002, + "class_1": 0.26633242763524206, + "class_2": 0.19245410322189707, + "mean": 0.4691351914264798 + }, + "precision": { + "class_0": 0.9999438770969036, + "class_1": 0.15371439557683608, + "class_2": 0.10694423550919219, + "mean": 0.42020083606097725 + }, + "recall": { + "class_0": 0.9023057515632747, + "class_1": 0.9961739830837241, + "class_2": 0.9602269185192939, + "mean": 0.9529022177220976 + } + }, + { + "dice": { + "class_0": 0.9443310969352591, + "class_1": 0.5044754860964273, + "class_2": 0.11478549724219649, + "mean": 0.5211973600912942 + }, + "precision": { + "class_0": 0.9999397965148709, + "class_1": 0.34066161937017303, + "class_2": 0.060910421280940034, + "mean": 0.46717061238866125 + }, + "recall": { + "class_0": 0.8945815833245941, + "class_1": 0.9717705396685313, + "class_2": 0.9937867547721593, + "mean": 0.9533796259217615 + } + }, + { + "dice": { + "class_0": 0.9534511994656734, + "class_1": 0.45846888637499494, + "class_2": 0.14422363359054471, + "mean": 0.5187145731437376 + }, + "precision": { + "class_0": 0.9999561874272958, + "class_1": 0.29857877644557107, + "class_2": 0.07779316712833445, + "mean": 0.45877604366706715 + }, + "recall": { + "class_0": 0.9110795973499256, + "class_1": 0.9870242650007715, + "class_2": 0.9874072688714598, + "mean": 0.961837043740719 + } + }, + { + "dice": { + "class_0": 0.9691476298103636, + "class_1": 0.4274336858528662, + "class_2": 0.24152722154951167, + "mean": 0.5460361790709138 + }, + "precision": { + "class_0": 0.9998818993673507, + "class_1": 0.272333756765619, + "class_2": 0.13793663880093676, + "mean": 0.4700507649779689 + }, + "recall": { + "class_0": 0.9402464293506364, + "class_1": 0.9929269029387423, + "class_2": 0.9699935581718305, + "mean": 0.9677222968204031 + } + }, + { + "dice": { + "class_0": 0.9721877122769773, + "class_1": 0.5811247218088478, + "class_2": 0.21516055954751157, + "mean": 0.5894909978777788 + }, + "precision": { + "class_0": 0.9998822380315615, + "class_1": 0.4111263714741627, + "class_2": 0.12090803307552159, + "mean": 0.5106388808604153 + }, + "recall": { + "class_0": 0.9459859932572194, + "class_1": 0.9908251107518742, + "class_2": 0.975957442385188, + "mean": 0.9709228487980939 + } + }, + { + "dice": { + "class_0": 0.9799592492236651, + "class_1": 0.6748474157242603, + "class_2": 0.2685479835884352, + "mean": 0.6411182161787868 + }, + "precision": { + "class_0": 0.9998623600319201, + "class_1": 0.5120497622611138, + "class_2": 0.15569634521531014, + "mean": 0.555869489169448 + }, + "recall": { + "class_0": 0.9608330500312023, + "class_1": 0.9894155255726573, + "class_2": 0.9758951021320867, + "mean": 0.9753812259119821 + } + }, + { + "dice": { + "class_0": 0.9837900968664337, + "class_1": 0.6319604270551112, + "class_2": 0.3421161170458552, + "mean": 0.6526222136558001 + }, + "precision": { + "class_0": 0.9997817384202513, + "class_1": 0.4629601442485113, + "class_2": 0.208305807187171, + "mean": 0.5570158966186446 + }, + "recall": { + "class_0": 0.96830197825311, + "class_1": 0.9952804067647563, + "class_2": 0.9566319639237857, + "mean": 0.9734047829805507 + } + }, + { + "dice": { + "class_0": 0.9784801751473222, + "class_1": 0.5378429614622057, + "class_2": 0.2937240424549128, + "mean": 0.6033490596881469 + }, + "precision": { + "class_0": 0.9997167715386853, + "class_1": 0.3693426952032779, + "class_2": 0.17364023870411152, + "mean": 0.5142332351486917 + }, + "recall": { + "class_0": 0.958127053046657, + "class_1": 0.9890757148598104, + "class_2": 0.952309706375429, + "mean": 0.9665041580939655 + } + }, + { + "dice": { + "class_0": 0.9848858221348576, + "class_1": 0.5320713061040562, + "class_2": 0.4441167446875802, + "mean": 0.653691290975498 + }, + "precision": { + "class_0": 0.9996922845789405, + "class_1": 0.36274092678737013, + "class_2": 0.29146720880215415, + "mean": 0.5513001400561549 + }, + "recall": { + "class_0": 0.9705115560453696, + "class_1": 0.9978982078118733, + "class_2": 0.9324855058892162, + "mean": 0.9669650899154864 + } + }, + { + "dice": { + "class_0": 0.993132078430445, + "class_1": 0.7206021297277725, + "class_2": 0.6056765427981448, + "mean": 0.7731369169854542 + }, + "precision": { + "class_0": 0.9992422280425444, + "class_1": 0.5653248157666416, + "class_2": 0.4648487004463783, + "mean": 0.6764719147518546 + }, + "recall": { + "class_0": 0.9870961991520241, + "class_1": 0.9934806685448632, + "class_2": 0.8689192278102593, + "mean": 0.9498320318357155 + } + }, + { + "dice": { + "class_0": 0.994842164070293, + "class_1": 0.7881031542833634, + "class_2": 0.6393404828716029, + "mean": 0.8074286004084198 + }, + "precision": { + "class_0": 0.998992389573467, + "class_1": 0.6563806523500403, + "class_2": 0.5177426415670722, + "mean": 0.7243718944968598 + }, + "recall": { + "class_0": 0.9907262793905722, + "class_1": 0.9859670761163588, + "class_2": 0.8355879724854319, + "mean": 0.9374271093307877 + } + }, + { + "dice": { + "class_0": 0.9964266917482928, + "class_1": 0.8930466156727418, + "class_2": 0.664145331264561, + "mean": 0.8512062128951986 + }, + "precision": { + "class_0": 0.9990005950435911, + "class_1": 0.8248888225310872, + "class_2": 0.5397632013301538, + "mean": 0.7878842063016106 + }, + "recall": { + "class_0": 0.9938660175800911, + "class_1": 0.9734821788147232, + "class_2": 0.8630176838500031, + "mean": 0.9434552934149392 + } + }, + { + "dice": { + "class_0": 0.9971581127597923, + "class_1": 0.9008631158655145, + "class_2": 0.686836591831392, + "mean": 0.8616192734855662 + }, + "precision": { + "class_0": 0.9980127101088349, + "class_1": 0.8509809627191067, + "class_2": 0.6576785578446458, + "mean": 0.8355574102241957 + }, + "recall": { + "class_0": 0.9963049777403656, + "class_1": 0.9569573097047964, + "class_2": 0.7186999979204981, + "mean": 0.8906540951218868 + } + }, + { + "dice": { + "class_0": 0.9974505098712, + "class_1": 0.9170108672640032, + "class_2": 0.6915219397593217, + "mean": 0.8686611056315083 + }, + "precision": { + "class_0": 0.997780731714634, + "class_1": 0.8826001420196238, + "class_2": 0.6980668656954454, + "mean": 0.859482579809901 + }, + "recall": { + "class_0": 0.9971205065334533, + "class_1": 0.9542136528381063, + "class_2": 0.6850986014988985, + "mean": 0.8788109202901527 + } + }, + { + "dice": { + "class_0": 0.9979745381572306, + "class_1": 0.9261381977641525, + "class_2": 0.7403539988753274, + "mean": 0.8881555782655702 + }, + "precision": { + "class_0": 0.997644817300066, + "class_1": 0.8973196898335902, + "class_2": 0.8477520709877812, + "mean": 0.9142388593738126 + }, + "recall": { + "class_0": 0.9983044770314251, + "class_1": 0.9568692106310953, + "class_2": 0.6571078278564156, + "mean": 0.8707605051729788 + } + }, + { + "dice": { + "class_0": 0.998035234567197, + "class_1": 0.9334111630675067, + "class_2": 0.7305694566317262, + "mean": 0.88733861808881 + }, + "precision": { + "class_0": 0.9972501952333901, + "class_1": 0.9411922766868307, + "class_2": 0.8508410905150102, + "mean": 0.9297611874784103 + }, + "recall": { + "class_0": 0.9988215108469142, + "class_1": 0.9257576520326649, + "class_2": 0.6400889387597613, + "mean": 0.8548893672131136 + } + }, + { + "dice": { + "class_0": 0.9978505404183696, + "class_1": 0.9296549144294213, + "class_2": 0.6802696812501685, + "mean": 0.8692583786993199 + }, + "precision": { + "class_0": 0.9968833551111441, + "class_1": 0.9211381410680622, + "class_2": 0.8796308503596584, + "mean": 0.9325507821796215 + }, + "recall": { + "class_0": 0.9988196042921671, + "class_1": 0.9383306484080015, + "class_2": 0.5545788915891474, + "mean": 0.830576381429772 + } + }, + { + "dice": { + "class_0": 0.9980243233413097, + "class_1": 0.9319144208090444, + "class_2": 0.7416075240889255, + "mean": 0.8905154227464266 + }, + "precision": { + "class_0": 0.9976380592865217, + "class_1": 0.9144719308011116, + "class_2": 0.8339042873434187, + "mean": 0.9153380924770174 + }, + "recall": { + "class_0": 0.9984108866182496, + "class_1": 0.9500352396282847, + "class_2": 0.6677056708836363, + "mean": 0.8720505990433902 + } + }, + { + "dice": { + "class_0": 0.9980977264311152, + "class_1": 0.935447127144489, + "class_2": 0.7498939402617096, + "mean": 0.8944795979457713 + }, + "precision": { + "class_0": 0.9976649480884493, + "class_1": 0.9253845301270577, + "class_2": 0.8365138647272166, + "mean": 0.9198544476475745 + }, + "recall": { + "class_0": 0.9985308804076476, + "class_1": 0.9457309705988903, + "class_2": 0.6795295388885159, + "mean": 0.8745971299650179 + } + }, + { + "dice": { + "class_0": 0.9981091310200506, + "class_1": 0.935370852577034, + "class_2": 0.7420989086423828, + "mean": 0.8918596307464891 + }, + "precision": { + "class_0": 0.9973469167767686, + "class_1": 0.9417730885511632, + "class_2": 0.8621524244317441, + "mean": 0.9337574765865586 + }, + "recall": { + "class_0": 0.9988725111864001, + "class_1": 0.9290550745054759, + "class_2": 0.6513933046554633, + "mean": 0.8597736301157797 + } + }, + { + "dice": { + "class_0": 0.9980465282534753, + "class_1": 0.9321036429256356, + "class_2": 0.7358680584344547, + "mean": 0.8886727432045219 + }, + "precision": { + "class_0": 0.9973007834581192, + "class_1": 0.9363355812080919, + "class_2": 0.8560008820749324, + "mean": 0.9298790822470479 + }, + "recall": { + "class_0": 0.998793389164394, + "class_1": 0.9279097865473621, + "class_2": 0.6453047399359032, + "mean": 0.8573359718825531 + } + }, + { + "dice": { + "class_0": 0.9981201097993966, + "class_1": 0.9388346821969223, + "class_2": 0.7465987565091121, + "mean": 0.8945178495018103 + }, + "precision": { + "class_0": 0.9975657724104804, + "class_1": 0.940375776553184, + "class_2": 0.8333205295617697, + "mean": 0.9237540261751448 + }, + "recall": { + "class_0": 0.9986750636103998, + "class_1": 0.9372986306875034, + "class_2": 0.6762255054741471, + "mean": 0.8707330665906835 + } + }, + { + "dice": { + "class_0": 0.9980340997367467, + "class_1": 0.939243108549485, + "class_2": 0.715337319151681, + "mean": 0.8842048424793042 + }, + "precision": { + "class_0": 0.9973112493344042, + "class_1": 0.9298992216495455, + "class_2": 0.8589527027002011, + "mean": 0.9287210578947169 + }, + "recall": { + "class_0": 0.9987579987419002, + "class_1": 0.9487766814325554, + "class_2": 0.6128670282388611, + "mean": 0.8534672361377722 + } + }, + { + "dice": { + "class_0": 0.9980627761523522, + "class_1": 0.9349161373156936, + "class_2": 0.7370668302225271, + "mean": 0.8900152478968576 + }, + "precision": { + "class_0": 0.9975646647110535, + "class_1": 0.9174774338148453, + "class_2": 0.8523145748633287, + "mean": 0.9224522244630758 + }, + "recall": { + "class_0": 0.9985613852836017, + "class_1": 0.9530306081341208, + "class_2": 0.6492737360500191, + "mean": 0.8669552431559139 + } + }, + { + "dice": { + "class_0": 0.9980857477819324, + "class_1": 0.9358881104596966, + "class_2": 0.7447809602111087, + "mean": 0.8929182728175792 + }, + "precision": { + "class_0": 0.9974403094905979, + "class_1": 0.949126439755469, + "class_2": 0.826753885548473, + "mean": 0.9244402115981799 + }, + "recall": { + "class_0": 0.9987320219334704, + "class_1": 0.9230139951659748, + "class_2": 0.6775969910423756, + "mean": 0.8664476693806069 + } + }, + { + "dice": { + "class_0": 0.998167347054448, + "class_1": 0.9397832856522065, + "class_2": 0.7498140399805325, + "mean": 0.8959215575623957 + }, + "precision": { + "class_0": 0.9975067899542711, + "class_1": 0.9452635599682387, + "class_2": 0.8507265870167715, + "mean": 0.9311656456464271 + }, + "recall": { + "class_0": 0.9988287795868876, + "class_1": 0.9343661900914539, + "class_2": 0.6703031814295237, + "mean": 0.867832717035955 + } + }, + { + "dice": { + "class_0": 0.9981236699009195, + "class_1": 0.9387187330834883, + "class_2": 0.735273294533227, + "mean": 0.8907052325058782 + }, + "precision": { + "class_0": 0.9973548045520133, + "class_1": 0.9389433125979766, + "class_2": 0.8700727024853173, + "mean": 0.9354569398784358 + }, + "recall": { + "class_0": 0.998893721607962, + "class_1": 0.9384942609734463, + "class_2": 0.6366394447548227, + "mean": 0.8580091424454105 + } + }, + { + "dice": { + "class_0": 0.9982277562450902, + "class_1": 0.939154230438197, + "class_2": 0.7642635184299279, + "mean": 0.9005485017044051 + }, + "precision": { + "class_0": 0.9975473481050822, + "class_1": 0.9498963683866297, + "class_2": 0.8604723754009456, + "mean": 0.9359720306308859 + }, + "recall": { + "class_0": 0.9989090932056108, + "class_1": 0.9286523358828425, + "class_2": 0.6874051908636465, + "mean": 0.8716555399840332 + } + }, + { + "dice": { + "class_0": 0.9982161344696893, + "class_1": 0.9393971802979878, + "class_2": 0.7663167917290854, + "mean": 0.9013100354989207 + }, + "precision": { + "class_0": 0.9977418082961909, + "class_1": 0.9391549366630952, + "class_2": 0.8429886032049603, + "mean": 0.9266284493880822 + }, + "recall": { + "class_0": 0.9986909118467353, + "class_1": 0.9396395489315601, + "class_2": 0.7024291918610593, + "mean": 0.8802532175464516 + } + }, + { + "dice": { + "class_0": 0.9981692027424133, + "class_1": 0.9399605053286539, + "class_2": 0.7706655902776968, + "mean": 0.9029317661162546 + }, + "precision": { + "class_0": 0.997989665664128, + "class_1": 0.9454418130876682, + "class_2": 0.7882831004567933, + "mean": 0.9105715264028631 + }, + "recall": { + "class_0": 0.9983488044292961, + "class_1": 0.934542388238856, + "class_2": 0.753818340500896, + "mean": 0.8955698443896827 + } + }, + { + "dice": { + "class_0": 0.9982396974308716, + "class_1": 0.9410564598388502, + "class_2": 0.7635394677639391, + "mean": 0.9009452083445536 + }, + "precision": { + "class_0": 0.9976078038363324, + "class_1": 0.9475584703903799, + "class_2": 0.8581207218397165, + "mean": 0.9344289986888096 + }, + "recall": { + "class_0": 0.9988723920267284, + "class_1": 0.9346430728945144, + "class_2": 0.6877376722135201, + "mean": 0.8737510457115877 + } + }, + { + "dice": { + "class_0": 0.9982251804532798, + "class_1": 0.941012412843735, + "class_2": 0.7588204379553182, + "mean": 0.899352677084111 + }, + "precision": { + "class_0": 0.9976538134636376, + "class_1": 0.9351470935495902, + "class_2": 0.8662737987284244, + "mean": 0.9330249019138841 + }, + "recall": { + "class_0": 0.9987972022738882, + "class_1": 0.9469517720487478, + "class_2": 0.6750826008339565, + "mean": 0.8736105250521975 + } + }, + { + "dice": { + "class_0": 0.9982369873456768, + "class_1": 0.9414862455820563, + "class_2": 0.7653848345003528, + "mean": 0.9017026891426952 + }, + "precision": { + "class_0": 0.9977234161970039, + "class_1": 0.9424539366640908, + "class_2": 0.847257958728502, + "mean": 0.9291451038631989 + }, + "recall": { + "class_0": 0.9987510874809419, + "class_1": 0.9405205396685706, + "class_2": 0.6979406936377658, + "mean": 0.8790707735957595 + } + }, + { + "dice": { + "class_0": 0.9981966309554509, + "class_1": 0.9378876615508082, + "class_2": 0.7661890986939774, + "mean": 0.9007577970667455 + }, + "precision": { + "class_0": 0.9978706973492855, + "class_1": 0.9210673202920435, + "class_2": 0.847667767051766, + "mean": 0.9222019282310318 + }, + "recall": { + "class_0": 0.9985227775499722, + "class_1": 0.9553337696323055, + "class_2": 0.6990004779404879, + "mean": 0.8842856750409219 + } + }, + { + "dice": { + "class_0": 0.9982404272950179, + "class_1": 0.940764630365444, + "class_2": 0.7675082828735662, + "mean": 0.9021711135113427 + }, + "precision": { + "class_0": 0.9977684640699381, + "class_1": 0.9362325343691978, + "class_2": 0.8523866318145192, + "mean": 0.9287958767512183 + }, + "recall": { + "class_0": 0.9987128372263274, + "class_1": 0.9453408175582142, + "class_2": 0.6980030338908672, + "mean": 0.8806855628918028 + } + }, + { + "dice": { + "class_0": 0.9982392958374121, + "class_1": 0.9413938289442962, + "class_2": 0.7596457270212216, + "mean": 0.8997596172676433 + }, + "precision": { + "class_0": 0.9975988006022575, + "class_1": 0.9401059316703817, + "class_2": 0.8722051613574909, + "mean": 0.9366366312100434 + }, + "recall": { + "class_0": 0.9988806140440755, + "class_1": 0.9426852597652252, + "class_2": 0.6728175716379428, + "mean": 0.8714611484824145 + } + }, + { + "dice": { + "class_0": 0.9982512582852862, + "class_1": 0.9412208603997376, + "class_2": 0.7717556478564912, + "mean": 0.9037425888471717 + }, + "precision": { + "class_0": 0.9978174634119623, + "class_1": 0.9405879617398281, + "class_2": 0.8419540229864378, + "mean": 0.9267864827127427 + }, + "recall": { + "class_0": 0.9986854305018373, + "class_1": 0.9418546113560438, + "class_2": 0.7123620721885328, + "mean": 0.884300704682138 + } + }, + { + "dice": { + "class_0": 0.9982277666173245, + "class_1": 0.9405887645250558, + "class_2": 0.7651173955776444, + "mean": 0.901311308906675 + }, + "precision": { + "class_0": 0.9977089179478965, + "class_1": 0.9404053493012186, + "class_2": 0.8503010747202665, + "mean": 0.9294717806564604 + }, + "recall": { + "class_0": 0.9987471552117759, + "class_1": 0.9407722513077165, + "class_2": 0.6954470835137139, + "mean": 0.8783221633444022 + } + }, + { + "dice": { + "class_0": 0.9982403697242523, + "class_1": 0.941441694611948, + "class_2": 0.769809620366374, + "mean": 0.9031638949008581 + }, + "precision": { + "class_0": 0.9978685119162459, + "class_1": 0.9343290982324954, + "class_2": 0.8406032425496578, + "mean": 0.9242669508994664 + }, + "recall": { + "class_0": 0.9986125047827593, + "class_1": 0.9486634111949398, + "class_2": 0.7100139226550506, + "mean": 0.8857632795442498 + } + }, + { + "dice": { + "class_0": 0.9982307659967338, + "class_1": 0.9415513142951589, + "class_2": 0.7637475241281342, + "mean": 0.9011765348066757 + }, + "precision": { + "class_0": 0.9977331049177207, + "class_1": 0.9384494205006834, + "class_2": 0.8504334523180764, + "mean": 0.9288719925788268 + }, + "recall": { + "class_0": 0.9987289237820064, + "class_1": 0.9446737817144776, + "class_2": 0.6930989339802317, + "mean": 0.8788338798255718 + } + }, + { + "dice": { + "class_0": 0.9982383581989055, + "class_1": 0.9413379116741808, + "class_2": 0.7661583483838609, + "mean": 0.9019115394189824 + }, + "precision": { + "class_0": 0.9977577885449839, + "class_1": 0.9373440151730341, + "class_2": 0.8515055266145305, + "mean": 0.9288691101108495 + }, + "recall": { + "class_0": 0.9987193910082707, + "class_1": 0.9453659887221287, + "class_2": 0.6963614072258663, + "mean": 0.880148928985422 + } + }, + { + "dice": { + "class_0": 0.9982420753157708, + "class_1": 0.9412956994656175, + "class_2": 0.7645514223185943, + "mean": 0.9013630656999942 + }, + "precision": { + "class_0": 0.9976798370303509, + "class_1": 0.9415801934302065, + "class_2": 0.8575451468704431, + "mean": 0.9322683924436669 + }, + "recall": { + "class_0": 0.9988049476525485, + "class_1": 0.941011377364905, + "class_2": 0.6897533403971287, + "mean": 0.8765232218048608 + } + }, + { + "dice": { + "class_0": 0.9982433611503986, + "class_1": 0.9412701597726671, + "class_2": 0.7686740701240189, + "mean": 0.9027291970156949 + }, + "precision": { + "class_0": 0.9977962114027339, + "class_1": 0.9379530117458911, + "class_2": 0.8463306189717582, + "mean": 0.9273599473734611 + }, + "recall": { + "class_0": 0.9986909118467353, + "class_1": 0.9446108538046911, + "class_2": 0.7040708185260601, + "mean": 0.8824575280591622 + } + }, + { + "dice": { + "class_0": 0.9982382173565483, + "class_1": 0.941351038679555, + "class_2": 0.7644384228525909, + "mean": 0.9013425596295647 + }, + "precision": { + "class_0": 0.9977025674085839, + "class_1": 0.9405467886207903, + "class_2": 0.8541992763828123, + "mean": 0.9308162108040623 + }, + "recall": { + "class_0": 0.9987744427765942, + "class_1": 0.9421566653230188, + "class_2": 0.6917482284963702, + "mean": 0.8775597788653277 + } + }, + { + "dice": { + "class_0": 0.9982407689498697, + "class_1": 0.9409891955573055, + "class_2": 0.7663013572991949, + "mean": 0.9018437739354567 + }, + "precision": { + "class_0": 0.9977439338760137, + "class_1": 0.9371598342226279, + "class_2": 0.854611470503325, + "mean": 0.9298384128673222 + }, + "recall": { + "class_0": 0.998738099076727, + "class_1": 0.9448499798618797, + "class_2": 0.6945327598015616, + "mean": 0.8793736129133894 + } + }, + { + "dice": { + "class_0": 0.9982358732296442, + "class_1": 0.941203018829488, + "class_2": 0.7654032774869938, + "mean": 0.9016140565153754 + }, + "precision": { + "class_0": 0.9977461634602182, + "class_1": 0.9375593186461142, + "class_2": 0.8517867603961902, + "mean": 0.9290307475008408 + }, + "recall": { + "class_0": 0.9987260639498857, + "class_1": 0.9448751510257943, + "class_2": 0.6949275814045365, + "mean": 0.8795095987934055 + } + }, + { + "dice": { + "class_0": 0.9982334425884264, + "class_1": 0.9410525919930923, + "class_2": 0.7633943504380043, + "mean": 0.9008934616731743 + }, + "precision": { + "class_0": 0.9977039673667806, + "class_1": 0.937310376685931, + "class_2": 0.8578835485019498, + "mean": 0.9309659641848871 + }, + "recall": { + "class_0": 0.9987634800867983, + "class_1": 0.9448248086979651, + "class_2": 0.6876545518760516, + "mean": 0.8770809468869384 + } + }, + { + "dice": { + "class_0": 0.9982412635747607, + "class_1": 0.9411520693875484, + "class_2": 0.7666167715977849, + "mean": 0.902003368186698 + }, + "precision": { + "class_0": 0.9977341004021362, + "class_1": 0.9400118017791309, + "class_2": 0.8515509976116882, + "mean": 0.9297656332643184 + }, + "recall": { + "class_0": 0.9987489426068513, + "class_1": 0.9422951067245491, + "class_2": 0.6970887101787148, + "mean": 0.8793775865033718 + } + }, + { + "dice": { + "class_0": 0.9982430052803872, + "class_1": 0.9411823722685914, + "class_2": 0.7672596889478986, + "mean": 0.9022283554989592 + }, + "precision": { + "class_0": 0.9977612461785057, + "class_1": 0.9378655336154238, + "class_2": 0.851588045928236, + "mean": 0.9290716085740551 + }, + "recall": { + "class_0": 0.9987252298321838, + "class_1": 0.9445227547309901, + "class_2": 0.6981277143970698, + "mean": 0.8804585663200813 + } + }, + { + "dice": { + "class_0": 0.9982364855385085, + "class_1": 0.941242966237351, + "class_2": 0.7655271696897245, + "mean": 0.9016688738218613 + }, + "precision": { + "class_0": 0.9977372783510582, + "class_1": 0.9393551945435478, + "class_2": 0.8502576076727741, + "mean": 0.9291166935224601 + }, + "recall": { + "class_0": 0.9987361925219799, + "class_1": 0.9431383407156877, + "class_2": 0.6961536063821953, + "mean": 0.879342713206621 + } + }, + { + "dice": { + "class_0": 0.9982416541694317, + "class_1": 0.941382469968908, + "class_2": 0.7649196237601305, + "mean": 0.9015145826328234 + }, + "precision": { + "class_0": 0.9977156168554527, + "class_1": 0.9388723366954522, + "class_2": 0.8562932832148488, + "mean": 0.9309604122552512 + }, + "recall": { + "class_0": 0.998768246473666, + "class_1": 0.9439060612150827, + "class_2": 0.6911663861340914, + "mean": 0.8779468979409467 + } + }, + { + "dice": { + "class_0": 0.998243253294095, + "class_1": 0.9412724306682512, + "class_2": 0.7655475996175416, + "mean": 0.9016877611932959 + }, + "precision": { + "class_0": 0.9977221412253275, + "class_1": 0.9385165907600489, + "class_2": 0.8564962452400563, + "mean": 0.9309116590751443 + }, + "recall": { + "class_0": 0.9987649100028586, + "class_1": 0.9440445026166129, + "class_2": 0.6920599297618767, + "mean": 0.8782897807937827 + } + }, + { + "dice": { + "class_0": 0.9982407069900797, + "class_1": 0.9411373587077435, + "class_2": 0.7664107463634148, + "mean": 0.9019296040204127 + }, + "precision": { + "class_0": 0.9977452371542324, + "class_1": 0.9381362078871793, + "class_2": 0.8527524570941265, + "mean": 0.9295446340451794 + }, + "recall": { + "class_0": 0.9987366691606666, + "class_1": 0.9441577728542285, + "class_2": 0.6959458055385243, + "mean": 0.8796134158511398 + } + }, + { + "dice": { + "class_0": 0.9982401072955065, + "class_1": 0.9411639121911004, + "class_2": 0.7666860723939058, + "mean": 0.9020300306268375 + }, + "precision": { + "class_0": 0.9977470120470334, + "class_1": 0.9391353383446878, + "class_2": 0.8506079027334078, + "mean": 0.9291634177083763 + }, + "recall": { + "class_0": 0.9987336901688743, + "class_1": 0.9432012686254743, + "class_2": 0.6978367932159304, + "mean": 0.8799239173367597 + } + }, + { + "dice": { + "class_0": 0.9982387283018008, + "class_1": 0.9410996654168841, + "class_2": 0.7666381425058285, + "mean": 0.9019921787415045 + }, + "precision": { + "class_0": 0.9977509166029567, + "class_1": 0.9387954462898559, + "class_2": 0.8500581954333029, + "mean": 0.9288681861087053 + }, + "recall": { + "class_0": 0.9987270172272592, + "class_1": 0.9434152235187482, + "class_2": 0.6981277143970698, + "mean": 0.8800899850476923 + } + }, + { + "dice": { + "class_0": 0.9982367838136349, + "class_1": 0.9410612613850879, + "class_2": 0.7658319039442357, + "mean": 0.9017099830476529 + }, + "precision": { + "class_0": 0.9977372796978349, + "class_1": 0.9387688646741327, + "class_2": 0.8514760851301867, + "mean": 0.9293274098340514 + }, + "recall": { + "class_0": 0.9987367883203383, + "class_1": 0.943364881190919, + "class_2": 0.6958419051166888, + "mean": 0.879314524875982 + } + } + ], + "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": 41, + "best_overall_epoch_idx": 40, + "best_abnormal_epoch": 41, + "best_abnormal_dice": 0.7717556478564912, + "best_ventricles_epoch": 44, + "best_ventricles_dice": 0.9415513142951589, + "best_val_loss_epoch": 34, + "best_val_loss": 0.3050902187824249, + "composite_score": 0.8148548201069025, + "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": 0.9982512582852862, + "class_1": 0.9412208603997376, + "class_2": 0.7717556478564912, + "mean": 0.9037425888471717 + }, + "precision": { + "class_0": 0.9978174634119623, + "class_1": 0.9405879617398281, + "class_2": 0.8419540229864378, + "mean": 0.9267864827127427 + }, + "recall": { + "class_0": 0.9986854305018373, + "class_1": 0.9418546113560438, + "class_2": 0.7123620721885328, + "mean": 0.884300704682138 + }, + "val_loss": 0.3056482672691345, + "train_loss": 0.10079287737607956, + "wce_loss": 0.12700659036636353, + "ufd_loss": 0.10079287737607956, + "val_loss_wce": 0.44519945979118347, + "val_loss_ufd": 0.3056482672691345, + "beta_value": 1.0 + } + } +} \ No newline at end of file diff --git a/models/for_WMH_Vent/results_fold_3_var_1_zscore2/models/standard_3class/fold_3/training_summary.json b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/models/standard_3class/fold_3/training_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c3ddae3a62ad166902de539e18566a0936558a96 --- /dev/null +++ b/models/for_WMH_Vent/results_fold_3_var_1_zscore2/models/standard_3class/fold_3/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": 41, + "composite_score": 0.8148548201069025, + "selection_criteria": { + "abnormal_wmh_weight": 0.6, + "ventricles_weight": 0.3, + "val_loss_weight": 0.1 + } + }, + "priority_metrics": { + "abnormal_wmh": { + "best_epoch": 41, + "best_dice": 0.7717556478564912 + }, + "ventricles": { + "best_epoch": 44, + "best_dice": 0.9415513142951589 + }, + "validation_loss": { + "best_epoch": 34, + "best_loss": 0.3050902187824249 + } + }, + "best_epoch_metrics": { + "dice": { + "class_0": 0.9982512582852862, + "class_1": 0.9412208603997376, + "class_2": 0.7717556478564912, + "mean": 0.9037425888471717 + }, + "precision": { + "class_0": 0.9978174634119623, + "class_1": 0.9405879617398281, + "class_2": 0.8419540229864378, + "mean": 0.9267864827127427 + }, + "recall": { + "class_0": 0.9986854305018373, + "class_1": 0.9418546113560438, + "class_2": 0.7123620721885328, + "mean": 0.884300704682138 + }, + "val_loss": 0.3056482672691345, + "train_loss": 0.10079287737607956, + "wce_loss": 0.12700659036636353, + "ufd_loss": 0.10079287737607956, + "val_loss_wce": 0.44519945979118347, + "val_loss_ufd": 0.3056482672691345, + "beta_value": 1.0 + }, + "training_progression": { + "final_epoch_metrics": { + "dice": { + "class_0": 0.9982367838136349, + "class_1": 0.9410612613850879, + "class_2": 0.7658319039442357, + "mean": 0.9017099830476529 + }, + "precision": { + "class_0": 0.9977372796978349, + "class_1": 0.9387688646741327, + "class_2": 0.8514760851301867, + "mean": 0.9293274098340514 + }, + "recall": { + "class_0": 0.9987367883203383, + "class_1": 0.943364881190919, + "class_2": 0.6958419051166888, + "mean": 0.879314524875982 + }, + "val_loss": 0.3105370104312897, + "train_loss": 0.08840853720903397 + }, + "convergence_info": { + "epochs_trained": 60 + } + }, + "epoch_progression": { + "abnormal_wmh_dice": [ + 0.06399338291662314, + 0.0965396816633802, + 0.14087663341399312, + 0.15068118540170658, + 0.19245410322189707, + 0.11478549724219649, + 0.14422363359054471, + 0.24152722154951167, + 0.21516055954751157, + 0.2685479835884352, + 0.3421161170458552, + 0.2937240424549128, + 0.4441167446875802, + 0.6056765427981448, + 0.6393404828716029, + 0.664145331264561, + 0.686836591831392, + 0.6915219397593217, + 0.7403539988753274, + 0.7305694566317262, + 0.6802696812501685, + 0.7416075240889255, + 0.7498939402617096, + 0.7420989086423828, + 0.7358680584344547, + 0.7465987565091121, + 0.715337319151681, + 0.7370668302225271, + 0.7447809602111087, + 0.7498140399805325, + 0.735273294533227, + 0.7642635184299279, + 0.7663167917290854, + 0.7706655902776968, + 0.7635394677639391, + 0.7588204379553182, + 0.7653848345003528, + 0.7661890986939774, + 0.7675082828735662, + 0.7596457270212216, + 0.7717556478564912, + 0.7651173955776444, + 0.769809620366374, + 0.7637475241281342, + 0.7661583483838609, + 0.7645514223185943, + 0.7686740701240189, + 0.7644384228525909, + 0.7663013572991949, + 0.7654032774869938, + 0.7633943504380043, + 0.7666167715977849, + 0.7672596889478986, + 0.7655271696897245, + 0.7649196237601305, + 0.7655475996175416, + 0.7664107463634148, + 0.7666860723939058, + 0.7666381425058285, + 0.7658319039442357 + ], + "ventricles_dice": [ + 0.13887861050058725, + 0.13617680295824064, + 0.259447753830217, + 0.36630699649675497, + 0.26633242763524206, + 0.5044754860964273, + 0.45846888637499494, + 0.4274336858528662, + 0.5811247218088478, + 0.6748474157242603, + 0.6319604270551112, + 0.5378429614622057, + 0.5320713061040562, + 0.7206021297277725, + 0.7881031542833634, + 0.8930466156727418, + 0.9008631158655145, + 0.9170108672640032, + 0.9261381977641525, + 0.9334111630675067, + 0.9296549144294213, + 0.9319144208090444, + 0.935447127144489, + 0.935370852577034, + 0.9321036429256356, + 0.9388346821969223, + 0.939243108549485, + 0.9349161373156936, + 0.9358881104596966, + 0.9397832856522065, + 0.9387187330834883, + 0.939154230438197, + 0.9393971802979878, + 0.9399605053286539, + 0.9410564598388502, + 0.941012412843735, + 0.9414862455820563, + 0.9378876615508082, + 0.940764630365444, + 0.9413938289442962, + 0.9412208603997376, + 0.9405887645250558, + 0.941441694611948, + 0.9415513142951589, + 0.9413379116741808, + 0.9412956994656175, + 0.9412701597726671, + 0.941351038679555, + 0.9409891955573055, + 0.941203018829488, + 0.9410525919930923, + 0.9411520693875484, + 0.9411823722685914, + 0.941242966237351, + 0.941382469968908, + 0.9412724306682512, + 0.9411373587077435, + 0.9411639121911004, + 0.9410996654168841, + 0.9410612613850879 + ], + "mean_dice": [ + 0.3465951805132111, + 0.36913778034850786, + 0.4453293865782449, + 0.48899741490564935, + 0.4691351914264798, + 0.5211973600912942, + 0.5187145731437376, + 0.5460361790709138, + 0.5894909978777788, + 0.6411182161787868, + 0.6526222136558001, + 0.6033490596881469, + 0.653691290975498, + 0.7731369169854542, + 0.8074286004084198, + 0.8512062128951986, + 0.8616192734855662, + 0.8686611056315083, + 0.8881555782655702, + 0.88733861808881, + 0.8692583786993199, + 0.8905154227464266, + 0.8944795979457713, + 0.8918596307464891, + 0.8886727432045219, + 0.8945178495018103, + 0.8842048424793042, + 0.8900152478968576, + 0.8929182728175792, + 0.8959215575623957, + 0.8907052325058782, + 0.9005485017044051, + 0.9013100354989207, + 0.9029317661162546, + 0.9009452083445536, + 0.899352677084111, + 0.9017026891426952, + 0.9007577970667455, + 0.9021711135113427, + 0.8997596172676433, + 0.9037425888471717, + 0.901311308906675, + 0.9031638949008581, + 0.9011765348066757, + 0.9019115394189824, + 0.9013630656999942, + 0.9027291970156949, + 0.9013425596295647, + 0.9018437739354567, + 0.9016140565153754, + 0.9008934616731743, + 0.902003368186698, + 0.9022283554989592, + 0.9016688738218613, + 0.9015145826328234, + 0.9016877611932959, + 0.9019296040204127, + 0.9020300306268375, + 0.9019921787415045, + 0.9017099830476529 + ], + "val_loss": [ + 0.04697165638208389, + 0.04119473695755005, + 0.030089091509580612, + 0.02432873286306858, + 0.027900241315364838, + 0.025731589645147324, + 0.02096288837492466, + 0.021218925714492798, + 0.019368331879377365, + 0.02045462094247341, + 0.030346255749464035, + 0.04827245697379112, + 0.078880675137043, + 0.12869681417942047, + 0.19799140095710754, + 0.2510513663291931, + 0.34651026129722595, + 0.3706822097301483, + 0.34052619338035583, + 0.34606385231018066, + 0.3723173439502716, + 0.33970943093299866, + 0.32151007652282715, + 0.3348499834537506, + 0.344468355178833, + 0.3271748125553131, + 0.34214675426483154, + 0.33427855372428894, + 0.3324088454246521, + 0.32718074321746826, + 0.33754536509513855, + 0.3108701705932617, + 0.30981001257896423, + 0.3050902187824249, + 0.3098679184913635, + 0.3149838447570801, + 0.3138662874698639, + 0.30770573019981384, + 0.30961140990257263, + 0.31141820549964905, + 0.3056482672691345, + 0.3093869090080261, + 0.30770426988601685, + 0.3109416663646698, + 0.31195998191833496, + 0.3124347925186157, + 0.30955439805984497, + 0.31099963188171387, + 0.3084491193294525, + 0.3103291094303131, + 0.31093552708625793, + 0.3096633851528168, + 0.3084048628807068, + 0.31068310141563416, + 0.3106624186038971, + 0.3100619316101074, + 0.3097122609615326, + 0.30953532457351685, + 0.30965402722358704, + 0.3105370104312897 + ], + "train_loss": [ + 0.10148743540048599, + 0.05465973541140556, + 0.039082810282707214, + 0.02771209180355072, + 0.02356402389705181, + 0.021724678575992584, + 0.020464405417442322, + 0.01851939596235752, + 0.017944732680916786, + 0.019260171800851822, + 0.0249570794403553, + 0.03594829514622688, + 0.06252226233482361, + 0.10382337123155594, + 0.14958034455776215, + 0.19199086725711823, + 0.21132542192935944, + 0.2323446124792099, + 0.2151927649974823, + 0.20436102151870728, + 0.19269342720508575, + 0.18493764102458954, + 0.17736226320266724, + 0.16842222213745117, + 0.16403581202030182, + 0.15793193876743317, + 0.1506137102842331, + 0.14928002655506134, + 0.1484198421239853, + 0.14348985254764557, + 0.1387089043855667, + 0.13313773274421692, + 0.12424316257238388, + 0.12057486921548843, + 0.11656290292739868, + 0.11374086886644363, + 0.10794469714164734, + 0.10546879470348358, + 0.10367874801158905, + 0.10625830292701721, + 0.10079287737607956, + 0.1051645427942276, + 0.09932756423950195, + 0.09497709572315216, + 0.09555117785930634, + 0.09259843826293945, + 0.09346862137317657, + 0.09369571506977081, + 0.09170453995466232, + 0.09465218335390091, + 0.09267287701368332, + 0.08948465436697006, + 0.0891982913017273, + 0.09166741371154785, + 0.08896860480308533, + 0.09028954058885574, + 0.09067916870117188, + 0.08876556903123856, + 0.08878517895936966, + 0.08840853720903397 + ] + } +} \ No newline at end of file