A mixed-ensemble model for hospital readmission

Highlights • A mixed-ensemble model for hospital readmission is proposed. • The mixed-ensemble model enables controlling the tradeoff between reasoning transparency and predictive accuracy, by taking into account the unique characteristics of the learned database. • The mixed-ensemble model also inc...

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Veröffentlicht in:	Artificial intelligence in medicine 2016-09, Vol.72, p.72-82
Hauptverfasser:	Turgeman, Lior, May, Jerrold H
Format:	Artikel
Sprache:	eng
Schlagworte:	Decision function Decision trees Ensemble learning Error reduction Forecasting Heart Failure Hospital readmission Hospitalization Humans Imbalanced data set Internal Medicine Other Patient Readmission ROC Curve Support Vector Machine Support vector machine (SVM) Time Factors
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