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Starting Training at 2026-05-08 03:32:49.599082 |
Evaluation Threshold: 0.9 |
======================================== |
Epoch 1/15 |
Average Training Loss: 0.9871 |
Validation Loss: 0.8053 |
f1_macro: 0.2670 |
f1_micro: 0.2789 |
precision_macro: 0.4010 |
recall_macro: 0.2763 |
max_p: 0.9984 |
avg_truth_p: 0.6917 |
accuracy: 0.0017 |
mAP: 0.3567 |
precision@5: 0.4764 |
recall@5: 0.2481 |
precision@10: 0.3874 |
recall@10: 0.3811 |
roc_auc_macro: 0.8656 |
roc_auc_micro: 0.8735 |
best_threshold: 0.7500 |
best_f1_micro: 0.3874 |
-------------------- |
Epoch 2/15 |
Average Training Loss: 0.7210 |
Validation Loss: 0.6604 |
f1_macro: 0.4357 |
f1_micro: 0.4861 |
precision_macro: 0.4374 |
recall_macro: 0.5519 |
max_p: 0.9998 |
avg_truth_p: 0.7725 |
accuracy: 0.0020 |
mAP: 0.4788 |
precision@5: 0.5903 |
recall@5: 0.3041 |
precision@10: 0.4852 |
recall@10: 0.4723 |
roc_auc_macro: 0.9094 |
roc_auc_micro: 0.9120 |
best_threshold: 0.8500 |
best_f1_micro: 0.4874 |
-------------------- |
Epoch 3/15 |
Average Training Loss: 0.5983 |
Validation Loss: 0.5917 |
f1_macro: 0.4946 |
f1_micro: 0.5501 |
precision_macro: 0.4528 |
recall_macro: 0.6510 |
max_p: 0.9998 |
avg_truth_p: 0.8157 |
accuracy: 0.0023 |
mAP: 0.5324 |
precision@5: 0.6346 |
recall@5: 0.3277 |
precision@10: 0.5335 |
recall@10: 0.5210 |
roc_auc_macro: 0.9272 |
roc_auc_micro: 0.9327 |
best_threshold: 0.9000 |
best_f1_micro: 0.5501 |
-------------------- |
Epoch 4/15 |
Average Training Loss: 0.5441 |
Validation Loss: 0.5655 |
f1_macro: 0.5197 |
f1_micro: 0.5783 |
precision_macro: 0.4633 |
recall_macro: 0.6794 |
max_p: 0.9999 |
avg_truth_p: 0.8308 |
accuracy: 0.0030 |
mAP: 0.5587 |
precision@5: 0.6673 |
recall@5: 0.3466 |
precision@10: 0.5642 |
recall@10: 0.5504 |
roc_auc_macro: 0.9328 |
roc_auc_micro: 0.9411 |
best_threshold: 0.9000 |
best_f1_micro: 0.5783 |
-------------------- |
Epoch 5/15 |
Average Training Loss: 0.5118 |
Validation Loss: 0.5526 |
f1_macro: 0.5451 |
f1_micro: 0.6091 |
precision_macro: 0.4859 |
recall_macro: 0.6861 |
max_p: 0.9999 |
avg_truth_p: 0.8343 |
accuracy: 0.0052 |
mAP: 0.5803 |
precision@5: 0.7030 |
recall@5: 0.3677 |
precision@10: 0.5913 |
recall@10: 0.5772 |
roc_auc_macro: 0.9361 |
roc_auc_micro: 0.9457 |
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