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{
"model_type": "RandomForestClassifier",
"expected_features": [
"age",
"sex",
"serum_bilirubin",
"serum_cholesterol",
"albumin",
"alkaline_phosphatase",
"SGOT",
"platelets",
"prothrombin_time"
],
"categorical_features": [
"drug",
"sex",
"presence_of_ascites",
"presence_of_hepatomegaly",
"presence_of_spiders",
"presence_of_edema"
],
"model_parameters": {
"criterion": "entropy",
"max_features": 0.1,
"min_samples_split": 8,
"min_samples_leaf": 6,
"bootstrap": true
},
"version": "1.0",
"preprocessing": {
"numerical": "median imputation and scaling",
"categorical": "one-hot encoding",
"ordinal": "label encoding"
}
}
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