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best_threshold: 0.9000 |
best_f1_micro: 0.6091 |
-------------------- |
Epoch 6/15 |
Average Training Loss: 0.4893 |
Validation Loss: 0.5419 |
f1_macro: 0.5499 |
f1_micro: 0.6146 |
precision_macro: 0.4834 |
recall_macro: 0.7011 |
max_p: 0.9999 |
avg_truth_p: 0.8368 |
accuracy: 0.0058 |
mAP: 0.5894 |
precision@5: 0.7088 |
recall@5: 0.3705 |
precision@10: 0.6001 |
recall@10: 0.5862 |
roc_auc_macro: 0.9384 |
roc_auc_micro: 0.9475 |
best_threshold: 0.9000 |
best_f1_micro: 0.6146 |
-------------------- |
Epoch 7/15 |
Average Training Loss: 0.4709 |
Validation Loss: 0.5280 |
f1_macro: 0.5584 |
f1_micro: 0.6123 |
precision_macro: 0.4934 |
recall_macro: 0.7057 |
max_p: 0.9999 |
avg_truth_p: 0.8348 |
accuracy: 0.0043 |
mAP: 0.5965 |
precision@5: 0.7056 |
recall@5: 0.3676 |
precision@10: 0.5964 |
recall@10: 0.5821 |
roc_auc_macro: 0.9403 |
roc_auc_micro: 0.9490 |
best_threshold: 0.9000 |
best_f1_micro: 0.6123 |
-------------------- |
Epoch 8/15 |
Average Training Loss: 0.4572 |
Validation Loss: 0.5406 |
f1_macro: 0.5515 |
f1_micro: 0.6131 |
precision_macro: 0.4715 |
recall_macro: 0.7262 |
max_p: 0.9999 |
avg_truth_p: 0.8515 |
accuracy: 0.0051 |
mAP: 0.6014 |
precision@5: 0.7136 |
recall@5: 0.3728 |
precision@10: 0.6022 |
recall@10: 0.5872 |
roc_auc_macro: 0.9407 |
roc_auc_micro: 0.9490 |
best_threshold: 0.9000 |
best_f1_micro: 0.6131 |
-------------------- |
Epoch 9/15 |
Average Training Loss: 0.4437 |
Validation Loss: 0.5215 |
f1_macro: 0.5666 |
f1_micro: 0.6211 |
precision_macro: 0.5044 |
recall_macro: 0.7027 |
max_p: 1.0000 |
avg_truth_p: 0.8332 |
accuracy: 0.0064 |
mAP: 0.6056 |
precision@5: 0.7152 |
recall@5: 0.3736 |
precision@10: 0.6051 |
recall@10: 0.5909 |
roc_auc_macro: 0.9421 |
roc_auc_micro: 0.9516 |
best_threshold: 0.9000 |
best_f1_micro: 0.6211 |
-------------------- |
Epoch 10/15 |
Average Training Loss: 0.4335 |
Validation Loss: 0.5283 |
f1_macro: 0.5578 |
f1_micro: 0.6131 |
precision_macro: 0.4849 |
recall_macro: 0.7206 |
max_p: 1.0000 |
avg_truth_p: 0.8411 |
accuracy: 0.0062 |
mAP: 0.6035 |
precision@5: 0.7073 |
recall@5: 0.3683 |
precision@10: 0.5984 |
recall@10: 0.5832 |
roc_auc_macro: 0.9416 |
roc_auc_micro: 0.9501 |
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