Table 6.

Training time of machine learning models with the Synthetic Minority Oversampling Technique.

Algorithms	Training time (seconds)
Logistic regression	292.9a
Random forest	497.9
Extra trees	347.5
Gradient boosting trees	648.1
Artificial neural network	5480.3

^aThe least training time.