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. Author manuscript; available in PMC: 2017 Sep 1.
Published in final edited form as: IEEE J Biomed Health Inform. 2015 Jul 7;20(5):1416–1426. doi: 10.1109/JBHI.2015.2453478

TABLE VI.

A Comparison of classification methods employed for the AHE prediction problem. Sequential patterns report comparable accuracies against existing methods

Method Event I Event II
GRNN 10/10 37/40
5-min average of diastolic ABP 10/10 37/40
MAP averaging Rule 10/10 36/40
5-min average of ABP 10/10 36/40
Linear Regression 10/10 36/40
Median of MAP 10/10 34/40
NN with feature selection 9/10 32/40
SVM 10/10 30/40
RPS-NN 2/10 25/40
Sequential Contrast Patterns 10/10 36/40