BioMed Research International / 2018 / Article / Tab 3

Research Article

A Study of Machine-Learning Classifiers for Hypertension Based on Radial Pulse Wave

Table 3

Results on the classification of machine learning model.

ModelACCAUCSPST

RF0.8410.8320.9360.728
RF0.8530.8480.9050.792
Gradient Boosting0.8520.8430.9410.746
Gradient Boosting0.8640.8590.9200.798
SVM0.7960.7920.8330.752
SVM0.8320.8280.8650.792
AdaBoost0.8390.8300.9210.740
AdaBoost0.8640.8580.9250.792
KNeighbors0.7290.7160.8520.580
KNeighbors0.7360.7280.8300.625

Models with an asterisk mean that K-means is applied before using these models.

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