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Eval checkpoint at epoch 22
51ef286 verified
{
"epoch": 22,
"loss": 0.029239595667892346,
"results": [
{
"Epoch": 16,
"Train Loss": "0.0101",
"Val Loss": "0.0302",
"Accuracy": "92.31%",
"Balanced Acc": "95.47%",
"F1 Pos": "95.53%",
"F1 Neg": "72.62%",
"Recall Neg": "99.45%",
"TP": 20399,
"TN": 2534,
"FP": 14,
"FN": 1897
},
{
"Epoch": 17,
"Train Loss": "0.0112",
"Val Loss": "0.0505",
"Accuracy": "87.68%",
"Balanced Acc": "92.94%",
"F1 Pos": "92.63%",
"F1 Neg": "62.36%",
"Recall Neg": "99.57%",
"TP": 19245,
"TN": 2537,
"FP": 11,
"FN": 3051
},
{
"Epoch": 18,
"Train Loss": "0.0103",
"Val Loss": "0.0196",
"Accuracy": "95.73%",
"Balanced Acc": "97.13%",
"F1 Pos": "97.56%",
"F1 Neg": "82.60%",
"Recall Neg": "98.90%",
"TP": 21262,
"TN": 2520,
"FP": 28,
"FN": 1034
},
{
"Epoch": 19,
"Train Loss": "0.0093",
"Val Loss": "0.0257",
"Accuracy": "93.52%",
"Balanced Acc": "96.08%",
"F1 Pos": "96.26%",
"F1 Neg": "75.86%",
"Recall Neg": "99.29%",
"TP": 20704,
"TN": 2530,
"FP": 18,
"FN": 1592
},
{
"Epoch": 20,
"Train Loss": "0.0097",
"Val Loss": "0.0538",
"Accuracy": "87.26%",
"Balanced Acc": "92.74%",
"F1 Pos": "92.36%",
"F1 Neg": "61.60%",
"Recall Neg": "99.65%",
"TP": 19139,
"TN": 2539,
"FP": 9,
"FN": 3157
},
{
"Epoch": 21,
"Train Loss": "0.0107",
"Val Loss": "0.0285",
"Accuracy": "92.61%",
"Balanced Acc": "95.60%",
"F1 Pos": "95.71%",
"F1 Neg": "73.39%",
"Recall Neg": "99.37%",
"TP": 20476,
"TN": 2532,
"FP": 16,
"FN": 1820
},
{
"Epoch": 22,
"Train Loss": "0.0096",
"Val Loss": "0.0292",
"Accuracy": "92.42%",
"Balanced Acc": "95.50%",
"F1 Pos": "95.59%",
"F1 Neg": "72.88%",
"Recall Neg": "99.37%",
"TP": 20428,
"TN": 2532,
"FP": 16,
"FN": 1868
}
]
}