{ "phase": "phase1", "arch": "vit_large_patch16_224", "n_cls": 38, "val_acc": 99.61325966850829, "val_f1": 0.9961392518337503, "test_acc": 99.4475138121547, "test_prec": 99.45363333167634, "test_rec": 99.4475138121547, "test_f1": 99.44478638397072, "n_samples": 5430, "per_class": { "precision": [ 1.0, 1.0, 1.0, 0.9881656804733728, 1.0, 1.0, 1.0, 0.9777777777777777, 1.0, 0.9787234042553191, 1.0, 1.0, 0.984251968503937, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9943820224719101, 1.0, 1.0, 0.9530516431924883, 0.9912280701754386, 1.0, 1.0, 1.0, 1.0, 0.9770992366412213, 0.9925373134328358, 1.0, 0.9779005524861878 ], "recall": [ 1.0, 1.0, 1.0, 1.0, 0.9848484848484849, 1.0, 1.0, 0.9565217391304348, 1.0, 0.989247311827957, 1.0, 0.983739837398374, 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, 0.9854368932038835, 1.0, 1.0, 1.0, 0.9896907216494846, 0.9612903225806452, 0.920863309352518, 1.0, 0.96875, 1.0 ], "f1": [ 1.0, 1.0, 1.0, 0.9940476190476191, 0.9923664122137404, 1.0, 1.0, 0.967032967032967, 1.0, 0.983957219251337, 1.0, 0.9918032786885246, 0.9920634920634921, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9971830985915493, 1.0, 1.0, 0.9689737470167065, 0.9955947136563876, 1.0, 1.0, 0.9948186528497409, 0.9802631578947368, 0.9481481481481482, 0.9962546816479401, 0.9841269841269841, 0.9888268156424581 ] }, "history": { "train_loss": [ 0.3017312237834036, 0.21848469557559372, 0.21507973531808797, 0.21347820643266555, 0.21180997761878556, 0.20911523913682736, 0.20815857798084042, 0.20684219502561701, 0.2059201414352704, 0.20510907836634842, 0.20457018631444948, 0.20404493449122274, 0.20334649228373308, 0.20340075903622626, 0.2029841629318599, 0.20265812792997803, 0.20256265937589174, 0.20245408277055285 ], "val_loss": [ 0.23727857006188915, 0.22975855043250554, 0.23890247455288693, 0.28063519486186694, 0.253602509933282, 0.22525935121992016, 0.21628555315743933, 0.2172293201610309, 0.2133651270831268, 0.2124865377640856, 0.21335123262572245, 0.2107922386837708, 0.21164763687284832, 0.21061509344898316, 0.21040954631556025, 0.20828090680567599, 0.208642988365219, 0.20923439085373782 ], "train_acc": [ 92.15559903326044, 99.47519852687306, 99.57877776499022, 99.59489009091955, 99.56266543906088, 99.69846932903671, 99.68696052480148, 99.72609045920129, 99.77672919783635, 99.82276441477731, 99.8319714581655, 99.90332604442399, 99.93555069628266, 99.90792956611809, 99.94475773967085, 99.97237886983542, 99.97007710898838, 99.97007710898838 ], "val_acc": [ 98.60036832412523, 98.98710865561694, 98.74769797421732, 98.69244935543279, 99.2817679558011, 99.04235727440147, 99.4475138121547, 99.11602209944752, 99.59484346224677, 99.57642725598527, 99.31860036832413, 99.57642725598527, 99.61325966850829, 99.53959484346224, 99.53959484346224, 99.55801104972376, 99.59484346224677, 99.57642725598527 ] } }