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. Author manuscript; available in PMC: 2022 Oct 11.
Published in final edited form as: IEEE J Biomed Health Inform. 2019 Apr 3;24(3):649–657. doi: 10.1109/JBHI.2019.2909065

TABLE IV.

Performance of Baseline Algorithms and SVM Classifier Tested With the Data Labeled as AFib

fPPG data - Group A1 rPPG data - Group A2

Method Accu F1 Sen sp Accu F1 Sen sp
Method 1 [10] 0.5778 0.7150 0.7698 0.1540 0.9036 0.5745 0.6279 0.9355
Method 2 [11] 0.4781 0.5965 0.5604 0.2966 0.9313 0.6545 0.6279 0.9664
Method 3 [12] 0.6674 0.7965 0.9458 0.0529 0.8651 0.1250 0.0930 0.9543
Method 4 [13] 0.6057 0.7439 0.8323 0.1057 0.7349 0.4330 0.9767 0.7070
Method 5 [14] 0.3384 0.3595 0.2698 0.4897 0.9048 0.2178 0.1279 0.9946
Method 6 [15] 0.6194 0.7545 0.8500 0.1103 0.8940 0.6589 0.9884 0.8831
Our Model 0.9312 0.9468 0.9368 0.9205 0.9075 0.7557 0.7514 0.9442