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. Author manuscript; available in PMC: 2016 Jul 1.
Published in final edited form as: IEEE Trans Nanobioscience. 2015 Apr 24;14(5):505–512. doi: 10.1109/TNB.2015.2426213

TABLE III.

Heartbeat Classification Results Using All 504 Features (5-Fold Cross Validation). Standard Deviation Is Shown in Parentheses.

Classifier Precision Recall (Sensitivity) Specificity F-measure
RF (all features) 0.94 (0.02) 0.87 (0.03) 0.92 (0.02) 0.91 (0.03)
SVM (all features) 0.94 (0.03) 0.88 (0.03) 0.91 (0.03) 0.91 (0.02)
Logistic Regression (all features) 0.90 (0.02) 0.85 (0.02) 0.86 (0.02) 0.87 (0.02)