mirror of
https://github.com/RYDE-WORK/lnp_ml.git
synced 2026-03-21 09:36:32 +08:00
51 lines
1.3 KiB
JSON
51 lines
1.3 KiB
JSON
{
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"loss_metrics": {
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"loss": 2.5374555587768555,
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"loss_size": 0.1886825958887736,
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"loss_pdi": 0.45798932512601215,
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"loss_ee": 0.829658567905426,
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"loss_delivery": 0.4857304096221924,
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"loss_biodist": 0.5346279243628184,
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"loss_toxic": 0.04076674363265435,
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"acc_pdi": 0.7862595419847328,
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"acc_ee": 0.6793893129770993,
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"acc_toxic": 0.9801980198019802
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},
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"detailed_metrics": {
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"size": {
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"mse": 0.1669999969286325,
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"rmse": 0.4086563310761654,
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"mae": 0.26111859684375066,
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"r2": 0.2149270281561566
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},
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"delivery": {
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"mse": 0.5193460523366603,
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"rmse": 0.7206566813238189,
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"mae": 0.4828052782115008,
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"r2": 0.37299826459145
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},
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"pdi": {
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"precision": 0.7282763532763532,
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"recall": 0.6907738095238095,
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"f1": 0.7041935483870968
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},
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"ee": {
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"precision": 0.612247574088644,
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"recall": 0.6062951496388029,
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"f1": 0.6069449904342585
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},
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"toxic": {
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"precision": 0.5,
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"recall": 0.4900990099009901,
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"f1": 0.495
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},
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"biodist": {
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"n_samples": 101,
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"kl_divergence": 0.2931957937514963,
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"js_divergence": 0.07706768601895059
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}
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}
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} |