Logistic regression had superior performance compared with regression trees for predicting in-hospital mortality in patients hospitalized with heart failure.
Austin
Peter C
PC
Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada. peter.austin@ices.on.ca
Tu
Jack V
JV
Lee
Douglas S
DS
D000368:Aged; D000369:Aged, 80 and over; D003627:Data Interpretation, Statistical; D005260:Female; D005544:Forecasting; D006333:Heart Failure / Q000401:mortality*; D017052:Hospital Mortality / Q000639:trends*; D006801:Humans; D016015:Logistic Models; D008297:Male; D009864:Ontario / Q000453:epidemiology; D012372:ROC Curve; D018570:Risk Assessment