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Browse files- models/decision_tree_model.pkl +3 -0
- models/features.pkl +3 -0
- models/logistic_regression_model.pkl +3 -0
- models/metrics.pkl +3 -0
- models/metrics_summary.json +23 -0
- models/model.pkl +3 -0
- models/scaler.pkl +3 -0
- models/svm_model.pkl +3 -0
models/decision_tree_model.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:19a4ad919aa8e47074dcf61826427c6fd43f7e13a81466ec261b13da082ea2f2
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size 25337
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models/features.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:154049b42d99136d6ef8a8965b74813f78b42e37e57b38726a33fcd02ae130eb
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size 216
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models/logistic_regression_model.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:bcf74cdfc6563b629fb1d4e47a7f15274d11d394f301144efe69eeb9d3fdcccd
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size 959
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models/metrics.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:00eb75341463a7e4c868b2fbecc6c6987c0b2c39837046a7076b61a738be90da
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size 455
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models/metrics_summary.json
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{
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"Decision Tree": {
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"accuracy": 0.9688,
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"precision": 0.9777,
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"recall": 0.9554,
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"f1": 0.9664,
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"roc_auc": 0.9904
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},
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"Logistic Regression": {
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"accuracy": 0.9212,
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"precision": 0.9443,
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"recall": 0.8847,
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"f1": 0.9135,
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"roc_auc": 0.9727
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},
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"SVM": {
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"accuracy": 0.9537,
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"precision": 0.9831,
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"recall": 0.9173,
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"f1": 0.9491,
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"roc_auc": 0.9866
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}
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}
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models/model.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:9d49913a91a52a8ecc4fc2faecc6ac7f09d2bf3238e3528b2e620ae0846d59e2
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size 6654233
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models/scaler.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:e2f42e4f14f41edee9a8242b2a6fc51dd029517cfc939a1043ceeb7ca78428fe
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size 1319
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models/svm_model.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:285521c98b9baa7d07e164fd35cfb38cd2725afa03adce01b24839008e9887b2
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size 228011
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