| { |
| "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" |
| } |
| } |
|
|
