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epoch int64 | train_loss float64 | learning_rate float64 | val_loss float64 | val_roc_auc float64 | val_pr_auc float64 | val_accuracy float64 | val_precision float64 | val_recall float64 | val_f1 float64 | val_mcc float64 | val_threshold float64 | validation dict | epoch_time_seconds float64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | 0.473366 | 0.0001 | 0.427832 | 0.877563 | 0.900854 | 0.81273 | 0.832318 | 0.860294 | 0.846075 | 0.607725 | 0.5 | null | null |
1 | 0.375536 | 0.0001 | null | null | null | null | null | null | null | null | null | {
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2 | 0.325049 | 0.0001 | null | null | null | null | null | null | null | null | null | {
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3 | 0.300955 | 0.0001 | null | null | null | null | null | null | null | null | null | {
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4 | 0.277444 | 0.0001 | null | null | null | null | null | null | null | null | null | {
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} | 2,019.782015 |
5 | 0.244823 | 0.0001 | null | null | null | null | null | null | null | null | null | {
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6 | 0.23337 | 0.0001 | null | null | null | null | null | null | null | null | null | {
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} | 1,331.256346 |
7 | 0.225018 | 0.0001 | null | null | null | null | null | null | null | null | null | {
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} | 1,319.808704 |
8 | 0.217905 | 0.0001 | null | null | null | null | null | null | null | null | null | {
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} | 1,327.343952 |
9 | 0.209153 | 0.0001 | null | null | null | null | null | null | null | null | null | {
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} | 1,680.121201 |
10 | 0.203519 | 0.0001 | null | null | null | null | null | null | null | null | null | {
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} | 1,461.528414 |
11 | 0.198701 | 0.0001 | null | null | null | null | null | null | null | null | null | {
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} | 1,444.897896 |
12 | 0.194427 | 0.0001 | null | null | null | null | null | null | null | null | null | {
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} | 1,429.940146 |
13 | 0.19368 | 0.0001 | null | null | null | null | null | null | null | null | null | {
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"tn": 48514,
"fp": 5767,
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} | 1,435.902299 |
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