Table 4.

Results using the CNN-LSTM model.

CNN-LSTM
Data augmentation technique	Precision	Recall	F score	AUC	Accuracy
None	0.722	0.719	0.714	0.713	0.718
Jitter	0.721	0.721	0.722	0.725	0.713
Scaling	0.713	0.713	0.713	0.720	0.717
Time warp	0.734	0.734	0.717	0.731	0.729
Jitter + Time Warp	0.735	0.726	0.746	0.739	0.724
Scaling + Time Warp	0.750	0.752	0.746	0.735	0.735

Values in bold indicate best performance.