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. Author manuscript; available in PMC: 2017 Apr 1.
Published in final edited form as: J Biomed Inform. 2016 Feb 1;60:260–269. doi: 10.1016/j.jbi.2016.01.009

Table 4.

AUC of different classifiers for HF risk prediction using EHR-derived Mayo Clinic cohort

Algorithm 1 year 2 years 5 years
Decision Tree 0.66 0.5 0.5
Random Forest 0.8 0.72 0.72
Ada boost 0.74 0.71 0.68
SVM 0.59 0.52 0.52
Logistic Regression 0.81 0.74 0.73
CPXR(Log) 0.937 0.83 0.786