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19502d9
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Parent(s):
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Upload 7 files
Browse files- k_nearest_model.joblib +3 -0
- logistic_regression_model.joblib +3 -0
- model_hub.json +1 -0
- naive_bayes_model.joblib +3 -0
- neural_network_model.keras +0 -0
- random_forest_model.joblib +3 -0
- svc_model.joblib +3 -0
k_nearest_model.joblib
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version https://git-lfs.github.com/spec/v1
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oid sha256:9ac51e5b965a29dfc7433784cc90925ba1c95242d4f2738e8565da3b13c4ab6b
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size 2024214
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logistic_regression_model.joblib
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version https://git-lfs.github.com/spec/v1
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oid sha256:dd36d3fbb544d8e282971573a23d2e857149cde3637560bd50ec97e88eb20d68
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size 1359
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model_hub.json
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{"model_id": "prabinpanta0/Patient-Readmission-Prediction", "model_type": "sequence-classification", "model_architectures": {"random_forest": "RandomForestClassifier", "logistic_regression": "LogisticRegression", "k_nearest": "KNeighborsClassifier", "svc": "SVC", "naive_bayes": "MultinomialNB", "neural_network": "NeuralNetwork"}, "model_paths": {"random_forest": "pretrained/random_forest_model.joblib", "logistic_regression": "pretrained/logistic_regression_model.joblib", "k_nearest": "pretrained/k_nearest_model.joblib", "svc": "pretrained/svc_model.joblib", "naive_bayes": "pretrained/naive_bayes_model.joblib", "neural_network": "pretrained/neural_network_model.keras"}, "model_classes": {"random_forest": "RandomForestClassifier", "logistic_regression": "LogisticRegression", "k_nearest": "KNeighborsClassifier", "svc": "SVC", "naive_bayes": "MultinomialNB", "neural_network": "NeuralNetwork"}, "model_configs": {"random_forest": {"n_estimators": 100, "max_depth": 5}, "logistic_regression": {"C": 1.0, "max_iter": 1000}, "k_nearest": {"n_neighbors": 5}, "svc": {"C": 1.0, "kernel": "linear"}, "naive_bayes": {"alpha": 1.0}, "neural_network": {"input_dim": 10, "output_dim": 1, "hidden_dim": 10}}}
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naive_bayes_model.joblib
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version https://git-lfs.github.com/spec/v1
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oid sha256:c34399d5ad31062eefb25939aac5d558709c4196b2423984fafea0e6bc4d3840
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size 1463
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neural_network_model.keras
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Binary file (133 kB). View file
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random_forest_model.joblib
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version https://git-lfs.github.com/spec/v1
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oid sha256:14f9fde7bdd45ec3a06df7270821b7ab3fd88dc968bd10e51d3e2605ab108f65
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size 31565465
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svc_model.joblib
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version https://git-lfs.github.com/spec/v1
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oid sha256:34b3b2519ec7dc3f85cfaee40446cf5f68cd845534fef0dd550b15537627b230
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size 647387
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