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auphong2707
/
hospital-readmission-lgbm-calibrated
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Tabular Classification
Joblib
scikit-learn
healthcare
clinical-ml
diabetes
readmission-prediction
model-calibration
platt
Model card
Files
Files and versions
xet
Community
main
hospital-readmission-lgbm-calibrated
2.43 MB
1 contributor
History:
6 commits
auphong2707
Upload calibrated Gradient Boosting (LightGBM) with platt calibration
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01_reliability_diagram_before_after.png
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02_calibration_improvement_metrics.png
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03_probability_distribution_changes.png
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DEPLOYMENT_INSTRUCTIONS.md
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Gradient_Boosting_(LightGBM)_calibrator.pkl
pickle
Detected Pickle imports (5)
"numpy.core.multiarray._reconstruct"
,
"sklearn.linear_model._logistic.LogisticRegression"
,
"numpy.ndarray"
,
"numpy.dtype"
,
"utilities.ModelCalibrator"
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Gradient_Boosting_(LightGBM)_metrics.json
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Gradient_Boosting_(LightGBM)_reliability_diagram.png
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Gradient_Boosting_(LightGBM)_report.txt
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Gradient_Boosting_(LightGBM)_risk_distribution.png
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Gradient_Boosting_(LightGBM)_risk_validation.csv
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README.md
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calibration_comparison_metrics.json
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gradient_boosting_model_original.joblib
pickle
Detected Pickle imports (8)
"lightgbm.sklearn.LGBMClassifier"
,
"collections.defaultdict"
,
"joblib.numpy_pickle.NumpyArrayWrapper"
,
"numpy.ndarray"
,
"numpy.dtype"
,
"collections.OrderedDict"
,
"lightgbm.basic.Booster"
,
"numpy.core.multiarray.scalar"
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Upload calibrated Gradient Boosting (LightGBM) with platt calibration
10 days ago
reliability_diagram_comparison.png
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320 kB
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risk_distribution_detailed.png
213 kB
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risk_validation_detailed.csv
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_reliability_diagram.png){kind=link}
_reliability_diagram.png?download=true){kind=link}
_risk_distribution.png){kind=link}
_risk_distribution.png?download=true){kind=link}
