Table 2.

Results on different preprocessing filters

Classifier	Filter	F1	ACC	PPV	TPR	AUROC
RF	Low-pass	0.788 (0.238)	0.795 (0.229)	0.805 (0.232)	0.795 (0.229)	0.881 (0.170)
RF	Band-stop	0.658 (0.201)	0.664 (0.199)	0.681 (0.214)	0.664 (0.199)	0.748 (0.245)
NN	Low-pass	0.900 (0.096)	0.902 (0.092)	0.918 (0.070)	0.902 (0.092)	0.935 (0.090)
NN	Band-stop	0.703 (0.199)	0.710 (0.190)	0.714 (0.197)	0.710 (0.190)	0.754 (0.232)
CNN	Low-pass	0.828 (0.192)	0.838 (0.173)	0.849 (0.159)	0.838 (0.173)	0.838 (0.291)
CNN	Band-stop	0.799 (0.146)	0.801 (0.144)	0.816 (0.147)	0.801 (0.144)	0.844 (0.227)

Metrics provided as mean (standard deviation)