Model: bdpedigo/local_compartment_classifier_bd_boxes
Author: bdpedigo
Pipeline: tabular-classification
Library: sklearn
Tags: sklearn, skops, tabular-classification, license:mit, region:us
Card metadata: license: mit
library_name: sklearn
tags: sklearn, skops, tabular-classification
model_format: skops
model_file: local_compartment_classifier_bd_boxes.skops
widget: structuredData: area_nm2: 693824, 4852608, 17088896
area_nm2_neighbor_mean: 10181485.714285716, 9884429.714285716, 9010409.142857144
area_nm2_neighbor_std: 8312409.263207569, 8587259.418816902, 8418630.640116522
max_dt_nm: 69, 543, 1287
max_dt_nm_neighbor_mean: 664.7142857142857, 630.8571428571429, 577.7142857142857
max_dt_nm_neighbor_std: 479.64240342658945, 504.9563358340017, 468.41868657651344
mean_dt_nm: 24.4375, 156.5, 416
mean_dt_nm_neighbor_mean: 198.62946428571428, 189.19642857142856, 170.66071428571428
mean_dt_nm_neighbor_std: 150.614304054458, 157.4368957825056, 143.32375093543624
pca_ratio_01: 1.3849340770961909, 1.181656878273399, 1.128046800200765
pca_ratio_01_neighbor_mean: 1.8575624906424115, 1.8760422359899387, 1.880915879451087
pca_ratio_01_neighbor_std: 0.641580757345606, 0.6228187048854344, 0.6165585104590592
pca_unwrapped_0: -0.0046539306640625, -0.497314453125, -0.258544921875
pca_unwrapped_0_neighbor_mean: 0.039224624633789, 0.0840119448575106, 0.0623056238347833
pca_unwrapped_0_neighbor_std: 0.3114910605258688, 0.2573427692683507, 0.296254177168357
pca_unwrapped_1: 0.7392578125, -0.11553955078125, 0.2169189453125
pca_unwrapped_1_neighbor_mean: 0.0941687497225674, 0.1718776009299538, 0.1416541012850674
pca_unwrapped_1_neighbor_std: 0.3179467337379631, 0.3628551035117971, 0.372447324946889
pca_unwrapped_2: -0.673828125, -0.85986328125, 0.94140625
pca_unwrapped_2_neighbor_mean: 0.2258744673295454, 0.2427867542613636, 0.0790349786931818
pca_unwrapped_2_neighbor_std: 0.9134250264562896, 0.8928014788058292, 0.9167197839332804
pca_unwrapped_3: -0.0302886962890625, -0.86572265625, 0.57177734375
pca_unwrapped_3_neighbor_mean: -0.2933238636363636, -0.2173753218217329, -0.3480571400035511
pca_unwrapped_3_neighbor_std: 0.6203425764161097, 0.5938304683645145, 0.5600074530240728
pca_unwrapped_4: 0.67333984375, -0.0005474090576171, 0.81982421875
pca_unwrapped_4_neighbor_mean: 0.2915762121027166, 0.3528386896306818, 0.2782594507390802
pca_unwrapped_4_neighbor_std: 0.6415192812587974, 0.6430080201673403, 0.6308895861182334
pca_unwrapped_5: 0.73876953125, 0.50048828125, -0.03192138671875
pca_unwrapped_5_neighbor_mean: 0.2028697620738636, 0.2245316938920454, 0.2729325727982954
pca_unwrapped_5_neighbor_std: 0.265173781606759, 0.2994363858938455, 0.2968562365279343
pca_unwrapped_6: 0.99951171875, 0.05828857421875, -0.77880859375
pca_unwrapped_6_neighbor_mean: -0.2386505820534446, -0.1530848416415128, -0.0769850990988991
pca_unwrapped_6_neighbor_std: 0.6776577717043619, 0.7717860533115238, 0.7447135522384378
pca_unwrapped_7: 0.023834228515625, -0.9931640625, 0.52978515625
pca_unwrapped_7_neighbor_mean: -0.4803272594105113, -0.3878728693181818, -0.5263227982954546
pca_unwrapped_7_neighbor_std: 0.4799926318285017, 0.4691567465869561, 0.3891669942534205
pca_unwrapped_8: 0.0192413330078125, 0.0997314453125, -0.3359375
pca_unwrapped_8_neighbor_mean: -0.0384375832297585, -0.0457548661665482, -0.0061485984108664
pca_unwrapped_8_neighbor_std: 0.3037878488292577, 0.3010843368506175, 0.2874409267860334
pca_val_unwrapped_0: 15657.09765625, 40668.40625, 66863
pca_val_unwrapped_0_neighbor_mean: 69378.52059659091, 67104.76526988637, 64723.43856534091
pca_val_unwrapped_0_neighbor_std: 20242.245019019712, 24702.906417865197, 25959.16138296664
pca_val_unwrapped_1: 11305.3017578125, 34416.42578125, 59273.25
pca_val_unwrapped_1_neighbor_mean: 41190.40261008523, 39089.39133522727, 36829.68004261364
pca_val_unwrapped_1_neighbor_std: 16625.870141811894, 18875.56976212627, 17666.778281657556
pca_val_unwrapped_2: 1270.4095458984375, 13551.6748046875, 47764.625
pca_val_unwrapped_2_neighbor_mean: 28717.50048828125, 27601.021828391335, 24490.75362881747
pca_val_unwrapped_2_neighbor_std: 14988.204981576571, 16601.48080038032, 15622.078784778376
post_synapse_count: 0, 0, 0
post_synapse_count_neighbor_mean: 0, 0, 0
post_synapse_count_neighbor_std: 0, 0, 0
pre_synapse_count: 0, 0, 0
pre_synapse_count_neighbor_mean: 0, 0, 0
pre_synapse_count_neighbor_std: 0, 0, 0
size_nm3: 12771840, 697943040, 7550330880
size_nm3_neighbor_mean: 3233702034.285714, 3184761234.285714, 2695304960
size_nm3_neighbor_std: 3650678969.7909584, 3691650923.5639486, 3518520747.0511127
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Created: 2024-04-25 19:22:51