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Browse files- catboost_model.pkl +3 -0
- feature_mapping.pkl +3 -0
- feature_names.json +1 -0
- model_metrics.json +7 -0
- scaler.pkl +3 -0
- spammer_detector.pkl +3 -0
catboost_model.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:315d7917c69f8b6e5b829fd88096f17f2c9b50ed88d5c8d7338875e55b42e2ec
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size 1124491
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feature_mapping.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:926248e52d1fa532c317e37da24ed652ae64110f8219cb5e061668bd3091f048
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size 5
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feature_names.json
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["X1", "X2", "X3", "X4", "X5", "X6", "X7", "X8", "X9", "X10", "X11", "X12", "X13", "X14", "X15", "X16", "X17", "X18", "X19", "X20", "X21", "X22", "X23", "X24", "X25", "X26", "X27", "X28", "X29", "X30", "X31", "X32", "X33", "X34", "X35", "X36", "X37", "X38", "X39", "X40", "X41", "X42", "X43", "X44", "X45", "X46", "X47", "X48", "X49", "X50", "X51"]
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model_metrics.json
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{
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"Accuracy": 0.984862685265911,
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"Precision": 0.7610490529383196,
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"Recall": 0.6359577922077922,
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"F1 Score": 0.6929029405261994,
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"ROC-AUC": 0.9511726408208684
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}
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scaler.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:dc3f9fcb7df12891bc4d1b0e40531a3b6025af8a14ef08989be639e4a335869b
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size 1823
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spammer_detector.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:f187cc2aa353fe1318ab356521fa2a5912c2ab317309642b895a6ef6a45b766a
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size 752165577
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