taglish-xlm-binary / comprehensive_results_binary.json
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{
"val": {
"loss": 0.2408331334590912,
"accuracy": 0.9273356401384083,
"precision": 0.9481481481481482,
"recall": 0.9014084507042254,
"f1": 0.924187725631769,
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"roc_auc": 0.9746095621347131,
"non_gas_precision": 0.9090909090909091,
"non_gas_recall": 0.9523809523809523,
"non_gas_f1": 0.9302325581395349,
"runtime": 13.2248,
"samples_per_second": 21.853,
"steps_per_second": 1.437,
"confusion_matrix": [
[
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],
[
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]
]
},
"test_id": {
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"recall": 0.8802816901408451,
"f1": 0.8896797153024911,
"macro_f1": 0.8926513054626934,
"roc_auc": 0.951806074542493,
"non_gas_precision": 0.8866666666666667,
"non_gas_recall": 0.9047619047619048,
"non_gas_f1": 0.8956228956228957,
"runtime": 13.0723,
"samples_per_second": 22.108,
"steps_per_second": 1.453,
"confusion_matrix": [
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]
},
"test_ood": {
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"accuracy": 0.8170289855072463,
"precision": 0.9970414201183432,
"recall": 0.7711670480549199,
"f1": 0.8696774193548387,
"macro_f1": 0.781343268947936,
"roc_auc": 0.9866480947169436,
"non_gas_precision": 0.5327102803738317,
"non_gas_recall": 0.991304347826087,
"non_gas_f1": 0.6930091185410334,
"runtime": 13.3686,
"samples_per_second": 41.291,
"steps_per_second": 2.618,
"confusion_matrix": [
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]
},
"delta_f1": 0.02000229594765246,
"delta_f1_interpretation": "\u2705 Robust generalization (minimal domain sensitivity)"
}