| { | |
| "phase": "phase1", | |
| "arch": "hf_google_vit_base", | |
| "n_cls": 38, | |
| "val_acc": 92.68876611418048, | |
| "val_f1": 0.9293513096964169, | |
| "test_acc": 92.15469613259668, | |
| "test_prec": 92.80114195978064, | |
| "test_rec": 92.15469613259668, | |
| "test_f1": 91.92254589981243, | |
| "n_samples": 5430, | |
| "per_class": { | |
| "precision": [ | |
| 0.9027777777777778, | |
| 0.9365079365079365, | |
| 1.0, | |
| 0.9585798816568047, | |
| 1.0, | |
| 0.9827586206896551, | |
| 1.0, | |
| 0.9777777777777777, | |
| 0.9380530973451328, | |
| 0.5851063829787234, | |
| 0.9906542056074766, | |
| 0.9421487603305785, | |
| 0.984251968503937, | |
| 0.967032967032967, | |
| 0.9736842105263158, | |
| 1.0, | |
| 0.9810606060606061, | |
| 0.975609756097561, | |
| 0.9791666666666666, | |
| 0.9936708860759493, | |
| 0.9619047619047619, | |
| 0.968421052631579, | |
| 1.0, | |
| 1.0, | |
| 0.942, | |
| 1.0, | |
| 0.9900990099009901, | |
| 1.0, | |
| 0.7511737089201878, | |
| 0.631578947368421, | |
| 0.8208955223880597, | |
| 0.9142857142857143, | |
| 0.8125, | |
| 0.8456375838926175, | |
| 0.648854961832061, | |
| 0.9402985074626866, | |
| 0.9354838709677419, | |
| 0.8895027624309392 | |
| ], | |
| "recall": [ | |
| 0.9701492537313433, | |
| 0.9516129032258065, | |
| 0.71875, | |
| 0.9642857142857143, | |
| 0.9701492537313433, | |
| 0.9827586206896551, | |
| 0.9647058823529412, | |
| 0.5057471264367817, | |
| 1.0, | |
| 0.9322033898305084, | |
| 1.0, | |
| 0.9827586206896551, | |
| 0.9398496240601504, | |
| 0.9887640449438202, | |
| 1.0, | |
| 0.9945255474452555, | |
| 0.9885496183206107, | |
| 0.9302325581395349, | |
| 0.912621359223301, | |
| 0.98125, | |
| 0.9805825242718447, | |
| 0.8288288288288288, | |
| 0.34146341463414637, | |
| 1.0, | |
| 1.0, | |
| 0.994413407821229, | |
| 0.9803921568627451, | |
| 1.0, | |
| 0.898876404494382, | |
| 0.8470588235294118, | |
| 0.9016393442622951, | |
| 0.7218045112781954, | |
| 0.78, | |
| 0.7411764705882353, | |
| 0.7083333333333334, | |
| 0.9960474308300395, | |
| 0.42028985507246375, | |
| 0.9096045197740112 | |
| ], | |
| "f1": [ | |
| 0.935251798561151, | |
| 0.944, | |
| 0.8363636363636363, | |
| 0.9614243323442137, | |
| 0.9848484848484849, | |
| 0.9827586206896551, | |
| 0.9820359281437125, | |
| 0.6666666666666666, | |
| 0.9680365296803652, | |
| 0.7189542483660131, | |
| 0.9953051643192489, | |
| 0.9620253164556962, | |
| 0.9615384615384616, | |
| 0.9777777777777777, | |
| 0.9866666666666667, | |
| 0.9972552607502287, | |
| 0.9847908745247148, | |
| 0.9523809523809523, | |
| 0.9447236180904522, | |
| 0.9874213836477987, | |
| 0.9711538461538461, | |
| 0.8932038834951457, | |
| 0.509090909090909, | |
| 1.0, | |
| 0.9701338825952626, | |
| 0.9971988795518207, | |
| 0.9852216748768473, | |
| 1.0, | |
| 0.8184143222506394, | |
| 0.7236180904522613, | |
| 0.859375, | |
| 0.8067226890756303, | |
| 0.7959183673469388, | |
| 0.7899686520376176, | |
| 0.6772908366533864, | |
| 0.9673704414587332, | |
| 0.58, | |
| 0.8994413407821229 | |
| ] | |
| }, | |
| "history": { | |
| "train_loss": [ | |
| 1.0452562164143542, | |
| 0.8870338019628851, | |
| 0.7814938911086657, | |
| 0.6397276024684517, | |
| 0.5272669733263486, | |
| 0.45671343091223204, | |
| 0.41036569563246855, | |
| 0.37883387542536484, | |
| 0.3597850101961888, | |
| 0.3462788111404303, | |
| 0.3351296906909455, | |
| 0.3263549837490977, | |
| 0.3223369020616683, | |
| 0.3178484953812151, | |
| 0.31414276033979466, | |
| 0.31103444785678847, | |
| 0.3102784001459556, | |
| 0.3088407817960046, | |
| 0.30825962644477256, | |
| 0.3083317142565158 | |
| ], | |
| "val_loss": [ | |
| 0.9091767397594276, | |
| 0.8397491979555092, | |
| 0.7090383620991013, | |
| 0.5663026974565636, | |
| 0.4741295083671205, | |
| 0.41803399140004954, | |
| 0.3831904551052037, | |
| 0.35836719818975826, | |
| 0.3444539339283334, | |
| 0.33320136746429385, | |
| 0.3248694645436429, | |
| 0.3195113459454496, | |
| 0.31541177655671404, | |
| 0.3117771462182314, | |
| 0.30897865786078227, | |
| 0.30705387093963765, | |
| 0.30577437805207397, | |
| 0.30489135891693075, | |
| 0.3044170827167469, | |
| 0.3041052064294095 | |
| ], | |
| "train_acc": [ | |
| 16.374726665899413, | |
| 42.84267464610427, | |
| 57.09978133271953, | |
| 70.43388191966855, | |
| 77.55092645874093, | |
| 81.67568189665094, | |
| 84.49533893428473, | |
| 86.57382897916906, | |
| 87.7408217286224, | |
| 88.85947750028772, | |
| 90.04718609736449, | |
| 90.74231787317298, | |
| 90.9978133271953, | |
| 91.1796524341121, | |
| 91.78961905857982, | |
| 92.0819426861549, | |
| 92.19703072850731, | |
| 92.20393601104846, | |
| 92.25227298883647, | |
| 92.19472896766025 | |
| ], | |
| "val_acc": [ | |
| 31.988950276243095, | |
| 43.241252302025785, | |
| 60.01841620626151, | |
| 73.16758747697975, | |
| 80.86556169429097, | |
| 84.06998158379373, | |
| 86.20626151012891, | |
| 88.15837937384899, | |
| 89.48434622467772, | |
| 90.20257826887661, | |
| 90.93922651933701, | |
| 91.36279926335175, | |
| 91.65745856353591, | |
| 91.98895027624309, | |
| 92.15469613259668, | |
| 92.37569060773481, | |
| 92.54143646408839, | |
| 92.67034990791898, | |
| 92.61510128913444, | |
| 92.68876611418048 | |
| ] | |
| } | |
| } |