BioMed Research International / 2018 / Article / Tab 7

Research Article

Autodetection of J Wave Based on Random Forest with Synchrosqueezed Wavelet Transform

Table 7

The ACC, MCC, AUC, and training and testing time (in seconds) of different classifiers.

ClassifierACCMCCAUCTraining timeTesting timeTotal time

RF7590.9%0.8190.87528.5832.73531.318
15096.9%0.9230.95756.8795.62562.504
30094.1%0.8960.913113.4279.673123.100
KNN (K=2)87.63%0.7120.8460.95345.79746.750
DT85.6%0.6720.8232.90410.0522.993
SVM95.0%0.9080.93584.47545.539130.014

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