Add results: results_best.json
Browse files- results_best.json +309 -0
results_best.json
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| 1 |
+
{
|
| 2 |
+
"timestamp": "2026-03-11T10:05:31.461858",
|
| 3 |
+
"sample_level": {
|
| 4 |
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"accuracy": 0.9046817667669048,
|
| 5 |
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"f1": 0.9168051241301259,
|
| 6 |
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"auc_roc": 0.9958601520870838,
|
| 7 |
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"precision": 0.8463898274942202,
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| 8 |
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"recall": 1.0,
|
| 9 |
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"sensitivity": 0.9999999999999949,
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| 10 |
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"specificity": 0.799244625217892,
|
| 11 |
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"n_epochs": 36247,
|
| 12 |
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"confusion_matrix": {
|
| 13 |
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"TP": 19037,
|
| 14 |
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"TN": 13755,
|
| 15 |
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"FP": 3455,
|
| 16 |
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"FN": 0
|
| 17 |
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}
|
| 18 |
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},
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| 19 |
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"subject_level": {
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| 20 |
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"accuracy": 0.90625,
|
| 21 |
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"f1": 0.918918918918919,
|
| 22 |
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"auc_roc": 0.9980392156862745,
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| 23 |
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"precision": 0.85,
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| 24 |
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"recall": 1.0,
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| 25 |
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"sensitivity": 0.9999999999970588,
|
| 26 |
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"specificity": 0.7999999999973334,
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| 27 |
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"confusion_matrix": {
|
| 28 |
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"TP": 34,
|
| 29 |
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"TN": 24,
|
| 30 |
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"FP": 6,
|
| 31 |
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"FN": 0
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| 32 |
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},
|
| 33 |
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"n_subjects": 64,
|
| 34 |
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"n_correct": 58,
|
| 35 |
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"misclassified_count": 6,
|
| 36 |
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"misclassified": [
|
| 37 |
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"H_S22",
|
| 38 |
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"H_S24",
|
| 39 |
+
"H_S25",
|
| 40 |
+
"H_S28",
|
| 41 |
+
"H_S3",
|
| 42 |
+
"H_S8"
|
| 43 |
+
]
|
| 44 |
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},
|
| 45 |
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"per_model_sample_accuracy": {
|
| 46 |
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"cnn": 0.8876596683863492,
|
| 47 |
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"xgboost": 0.8881010842276602,
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| 48 |
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"svm": 0.8707755124562033,
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| 49 |
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"ensemble": 0.9046817667669048
|
| 50 |
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},
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| 51 |
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"per_subject_probabilities": {
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| 52 |
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| 53 |
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| 54 |
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"pred_prob": 0.033075145448768
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| 55 |
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},
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| 56 |
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| 58 |
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"pred_prob": 0.017172424901625148
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| 59 |
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| 62 |
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| 63 |
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| 66 |
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| 67 |
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| 70 |
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| 71 |
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| 75 |
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| 82 |
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| 83 |
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| 86 |
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| 87 |
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| 90 |
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| 91 |
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| 93 |
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| 94 |
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| 95 |
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},
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| 98 |
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| 99 |
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},
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| 100 |
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| 101 |
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| 102 |
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| 103 |
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| 106 |
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| 107 |
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},
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| 110 |
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|
| 111 |
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| 114 |
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| 115 |
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| 118 |
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| 119 |
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| 120 |
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| 121 |
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| 122 |
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| 123 |
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| 126 |
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| 127 |
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| 130 |
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| 131 |
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| 134 |
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| 135 |
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| 138 |
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| 139 |
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| 141 |
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| 142 |
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| 143 |
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| 145 |
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| 146 |
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| 147 |
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| 149 |
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| 150 |
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| 151 |
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| 155 |
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| 159 |
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| 162 |
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| 163 |
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| 166 |
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| 167 |
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| 169 |
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| 170 |
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| 171 |
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| 172 |
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| 173 |
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| 174 |
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|
| 175 |
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| 176 |
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| 177 |
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| 178 |
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| 179 |
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| 180 |
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| 181 |
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| 182 |
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| 183 |
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| 187 |
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| 190 |
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| 191 |
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| 194 |
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| 195 |
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| 199 |
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| 201 |
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| 203 |
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| 211 |
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| 227 |
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| 230 |
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| 231 |
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| 234 |
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| 235 |
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| 239 |
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| 247 |
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| 250 |
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| 254 |
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| 255 |
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| 261 |
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