| [ |
| { |
| "epoch": 1, |
| "train_loss": 0.5565753924909612, |
| "loss": 0.328972461606775, |
| "accuracy": 0.8759124087591241, |
| "macro_f1": 0.8677681258161585, |
| "labels": [ |
| "input_validation", |
| "unrelated" |
| ], |
| "precision": [ |
| 0.86, |
| 0.8850574712643678 |
| ], |
| "recall": [ |
| 0.8113207547169812, |
| 0.9166666666666666 |
| ], |
| "f1": [ |
| 0.8349514563106796, |
| 0.9005847953216374 |
| ], |
| "support": [ |
| 53, |
| 84 |
| ], |
| "confusion_matrix": [ |
| [ |
| 43, |
| 10 |
| ], |
| [ |
| 7, |
| 77 |
| ] |
| ] |
| }, |
| { |
| "epoch": 2, |
| "train_loss": 0.22394190748340229, |
| "loss": 0.39977135908390793, |
| "accuracy": 0.8978102189781022, |
| "macro_f1": 0.8936807095343681, |
| "labels": [ |
| "input_validation", |
| "unrelated" |
| ], |
| "precision": [ |
| 0.8421052631578947, |
| 0.9375 |
| ], |
| "recall": [ |
| 0.9056603773584906, |
| 0.8928571428571429 |
| ], |
| "f1": [ |
| 0.8727272727272727, |
| 0.9146341463414634 |
| ], |
| "support": [ |
| 53, |
| 84 |
| ], |
| "confusion_matrix": [ |
| [ |
| 48, |
| 5 |
| ], |
| [ |
| 9, |
| 75 |
| ] |
| ] |
| }, |
| { |
| "epoch": 3, |
| "train_loss": 0.08927091950973706, |
| "loss": 0.525531681929715, |
| "accuracy": 0.8905109489051095, |
| "macro_f1": 0.8833248168966104, |
| "labels": [ |
| "input_validation", |
| "unrelated" |
| ], |
| "precision": [ |
| 0.88, |
| 0.896551724137931 |
| ], |
| "recall": [ |
| 0.8301886792452831, |
| 0.9285714285714286 |
| ], |
| "f1": [ |
| 0.8543689320388349, |
| 0.9122807017543859 |
| ], |
| "support": [ |
| 53, |
| 84 |
| ], |
| "confusion_matrix": [ |
| [ |
| 44, |
| 9 |
| ], |
| [ |
| 6, |
| 78 |
| ] |
| ] |
| }, |
| { |
| "epoch": 4, |
| "train_loss": 0.07377087197866632, |
| "loss": 0.5408764827514201, |
| "accuracy": 0.8978102189781022, |
| "macro_f1": 0.8915158371040723, |
| "labels": [ |
| "input_validation", |
| "unrelated" |
| ], |
| "precision": [ |
| 0.8823529411764706, |
| 0.9069767441860465 |
| ], |
| "recall": [ |
| 0.8490566037735849, |
| 0.9285714285714286 |
| ], |
| "f1": [ |
| 0.8653846153846154, |
| 0.9176470588235294 |
| ], |
| "support": [ |
| 53, |
| 84 |
| ], |
| "confusion_matrix": [ |
| [ |
| 45, |
| 8 |
| ], |
| [ |
| 6, |
| 78 |
| ] |
| ] |
| }, |
| { |
| "epoch": 5, |
| "train_loss": 0.021251737062235584, |
| "loss": 0.6025232114263677, |
| "accuracy": 0.9051094890510949, |
| "macro_f1": 0.8996336996336997, |
| "labels": [ |
| "input_validation", |
| "unrelated" |
| ], |
| "precision": [ |
| 0.8846153846153846, |
| 0.9176470588235294 |
| ], |
| "recall": [ |
| 0.8679245283018868, |
| 0.9285714285714286 |
| ], |
| "f1": [ |
| 0.8761904761904762, |
| 0.9230769230769231 |
| ], |
| "support": [ |
| 53, |
| 84 |
| ], |
| "confusion_matrix": [ |
| [ |
| 46, |
| 7 |
| ], |
| [ |
| 6, |
| 78 |
| ] |
| ] |
| }, |
| { |
| "epoch": 6, |
| "train_loss": 0.01539977520710828, |
| "loss": 0.5931772343381974, |
| "accuracy": 0.9051094890510949, |
| "macro_f1": 0.9003301807599754, |
| "labels": [ |
| "input_validation", |
| "unrelated" |
| ], |
| "precision": [ |
| 0.8703703703703703, |
| 0.927710843373494 |
| ], |
| "recall": [ |
| 0.8867924528301887, |
| 0.9166666666666666 |
| ], |
| "f1": [ |
| 0.8785046728971962, |
| 0.9221556886227545 |
| ], |
| "support": [ |
| 53, |
| 84 |
| ], |
| "confusion_matrix": [ |
| [ |
| 47, |
| 6 |
| ], |
| [ |
| 7, |
| 77 |
| ] |
| ] |
| }, |
| { |
| "epoch": 7, |
| "train_loss": 0.011989723037580736, |
| "loss": 0.634260358154175, |
| "accuracy": 0.8978102189781022, |
| "macro_f1": 0.8936807095343681, |
| "labels": [ |
| "input_validation", |
| "unrelated" |
| ], |
| "precision": [ |
| 0.8421052631578947, |
| 0.9375 |
| ], |
| "recall": [ |
| 0.9056603773584906, |
| 0.8928571428571429 |
| ], |
| "f1": [ |
| 0.8727272727272727, |
| 0.9146341463414634 |
| ], |
| "support": [ |
| 53, |
| 84 |
| ], |
| "confusion_matrix": [ |
| [ |
| 48, |
| 5 |
| ], |
| [ |
| 9, |
| 75 |
| ] |
| ] |
| }, |
| { |
| "epoch": 8, |
| "train_loss": 0.012358490379304218, |
| "loss": 0.6111653279247028, |
| "accuracy": 0.9051094890510949, |
| "macro_f1": 0.9009730330831249, |
| "labels": [ |
| "input_validation", |
| "unrelated" |
| ], |
| "precision": [ |
| 0.8571428571428571, |
| 0.9382716049382716 |
| ], |
| "recall": [ |
| 0.9056603773584906, |
| 0.9047619047619048 |
| ], |
| "f1": [ |
| 0.8807339449541285, |
| 0.9212121212121213 |
| ], |
| "support": [ |
| 53, |
| 84 |
| ], |
| "confusion_matrix": [ |
| [ |
| 48, |
| 5 |
| ], |
| [ |
| 8, |
| 76 |
| ] |
| ] |
| } |
| ] |
|
|