Table 7.

Area under the curve (AUC) results per patient of the multitask CNN models using LOSO evaluation.

Patient ID	Multitask CNN with FFT		Multitask CNN with Raw Signals
	AUC Context	AUC Tremor	AUC Context	AUC Tremor
1	0.961 (0.003)	0.962 (0.004)	0.969 (0.005)	0.948 (0.010)
2	0.980 (0.002)	0.960 (0.002)	0.994 (0.0002)	0.926 (0.002)
3	0.960 (0.001)	0.981 (0.001)	0.975 (0.006)	0.978 (0.002)
4	0.956 (0.006)	-	0.972 (0.001)	-
5	0.950 (0.001)	0.928 (0.003)	0.971 (0.001)	0.902 (0.004)
6	0.935 (0.002)	0.913 (0.002)	0.952 (0.001)	0.848 (0.002)
7	0.936 (0.001)	0.933 (0.002)	0.981 (0.0002)	0.952 (0.002)
8	0.940 (0.003)	0.933 (0.004)	0.982 (0.003)	0.959 (0.005)
9	0.949 (0.003)	0.959 (0.005)	0.976 (0.002)	0.954 (0.005)
10	0.962 (0.003)	0.900 (0.003)	0.995 (0.0004)	0.904 (0.003)
11	0.975 (0.003)	0.915 (0.005)	0.990 (0.001)	0.826 (0.010)
12	0.890 (0.003)	0.924 (0.004)	0.951 (0.005)	0.887 (0.003)
13	0.985 (0.003)	0.909 (0.003)	0.995 (0.0003)	0.927 (0.003)
14	0.982 (0.0003)	0.932 (0.001)	0.996 (0.0005)	0.930 (0.007)
15	0.984 (0.001)	-	0.997 (0.0003)	-
16	0.957 (0.003)	0.959 (0.002)	0.969 (0.005)	0.935 (0.002)
17	0.981 (0.0001)	-	0.991 (0.0004)	-
18	0.993 (0.001)	-	0.998 (0.0004)	-