| { | |
| "sklearn": { | |
| "columns": [ | |
| "id", | |
| "prg", | |
| "pl", | |
| "pr", | |
| "sk", | |
| "ts", | |
| "m11", | |
| "bd2", | |
| "age", | |
| "insurance", | |
| "sepsis" | |
| ], | |
| "environment": [ | |
| "scikit-learn=1.5.0", | |
| "imbalanced-learn=0.12.3" | |
| ], | |
| "example_input": { | |
| "age": [ | |
| 50, | |
| 31, | |
| 32 | |
| ], | |
| "bd2": [ | |
| 0.627, | |
| 0.351, | |
| 0.672 | |
| ], | |
| "id": [ | |
| "ICU200010", | |
| "ICU200011", | |
| "ICU200012" | |
| ], | |
| "insurance": [ | |
| 0, | |
| 0, | |
| 1 | |
| ], | |
| "m11": [ | |
| 33.6, | |
| 26.6, | |
| 23.3 | |
| ], | |
| "pl": [ | |
| 148, | |
| 85, | |
| 183 | |
| ], | |
| "pr": [ | |
| 72, | |
| 66, | |
| 64 | |
| ], | |
| "prg": [ | |
| 6, | |
| 1, | |
| 8 | |
| ], | |
| "sepsis": [ | |
| "Positive", | |
| "Negative", | |
| "Positive" | |
| ], | |
| "sk": [ | |
| 35, | |
| 29, | |
| 0 | |
| ], | |
| "ts": [ | |
| 0, | |
| 0, | |
| 0 | |
| ] | |
| }, | |
| "model": { | |
| "file": "XGBClassifier.joblib" | |
| }, | |
| "model_format": "pickle", | |
| "task": "tabular-classification" | |
| } | |
| } |