{ "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" } }