Research Article

Extreme Learning Machine for Heartbeat Classification with Hybrid Time-Domain and Wavelet Time-Frequency Features

Table 7

Comparison of running speeds of different classifiers.

ClassifierTraining time (s)Testing time (s)Total time (s)

BPNN655.026.88661.9
KNN0.1617.9218.08
SVM (OVO)5.0116.8321.84
DT0.760.030.79
ELM9.178.2517.42