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Browse files- results.json +37 -0
results.json
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[
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{
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"model": "Logistic Regression",
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"accuracy": 0.8981,
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"f1": 0.8987,
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"roc_auc": 0.9623,
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"train_time_sec": 2.8
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},
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{
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"model": "XGBoost",
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"accuracy": 0.8678,
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"f1": 0.8695,
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"roc_auc": 0.9443,
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"train_time_sec": 54.3
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},
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{
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"model": "LightGBM",
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"accuracy": 0.8677,
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"f1": 0.8698,
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"roc_auc": 0.9431,
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"train_time_sec": 8.6
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},
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{
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"model": "Random Forest",
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"accuracy": 0.8429,
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"f1": 0.8478,
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"roc_auc": 0.924,
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"train_time_sec": 1.5
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},
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{
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"model": "KMeans (unsupervised)",
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"accuracy": 0.4396,
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"f1": 0.4728,
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"roc_auc": 0.4089,
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"train_time_sec": 4.6
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}
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]
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