TABLE III.

Performance Results for Experiment 1 Using SVM Classifier

Training data	Test fPPG data – Group A1				Test rPPG data – Group A2				Test fPPG data – Group B
Patients for training	Accu	F1	Sen	Sp	Accu	F1	Sen	Sp	Accu	F1	Sen	Sp
1,2,3,6,7,9,11,12,13	0.9513	0.9668	0.9714	0.8972	0.9607	0.9272	0.9519	0.9638	0.9050	0.9287	0.9103	0.8938
3,5,6,7,8,9,10,12,13	0.9373	0.9415	0.9783	0.8937	0.9901	0.9459	0.9423	0.9949	0.9067	0.9304	0.9169	0.8851
1,3,4,5,6,9,10,11,13	0.9578	0.9577	0.9513	0.9643	0.9583	0.9266	0.9540	0.9599	0.9031	0.9271	0.9065	0.8960
1,3,4,6,7,9,11,12,13	0.9561	0.9710	0.9744	0.8998	0.9574	0.9279	0.9487	0.9609	0.8981	0.9230	0.8995	0.8950
1,2,3,5,6,7,9,10,13	0.9324	0.9166	0.9536	0.9189	0.9736	0.9351	0.9345	0.9836	0.9023	0.9266	0.9078	0.8906
1,2,3,5,7,8,9,10,11	0.9558	0.9704	0.9875	0.8690	0.9384	0.9384	0.9646	0.9136	0.9112	0.9342	0.9276	0.8763
3,4,5,6,7,8,11,12,13	0.9604	0.9735	0.9747	0.9181	0.9459	0.8936	0.9507	0.9443	0.9146	0.9367	0.9307	0.8804
2,3,4,5,7,8,9,11,13	0.9597	0.9721	0.9802	0.9083	0.9559	0.9181	0.9336	0.9640	0.9018	0.9262	0.9060	0.8928
1,3,6,7,8,9,10,12,13	0.9319	0.9390	0.9629	0.8947	0.9872	0.9212	0.9196	0.9932	0.9054	0.9293	0.9153	0.8843
2,3,5,6,9,10,11,12,13	0.9472	0.9498	0.9402	0.9551	0.9634	0.9308	0.9575	0.9654	0.8973	0.9222	0.8952	0.9018
Mean	0.9514	0.9587	0.9714	0.9087	0.9600	0.9266	0.9475	0.9606	0.9054	0.9291	0.9132	0.8888
Std	0.0100	0.0188	0.0119	0.0257	0.0149	0.0148	0.0097	0.0229	0.0050	0.0042	0.0103	0.0068