Study on PPG Biometric Recognition Based on Multifeature Extraction and Naive Bayes Classifier

Table 7

Comparison of the proposed method and state-of-the-art methods on the three datasets.

Dataset	Method	Matching	Recognition rate (%)	EER (%)
BIDMC	[28]	NBC	98.66	-
	Proposed	NBC	98.65	-
MIMIC	[28]	NBC	97.15	-
	Proposed	NBC	97.76	-
CapnoBase	[18]	k-NN	99.84	1.31
	[30]	RF	99.00	-
	[22]	Manhattan and Euclidean distance	-	1.00
	[28]	NBC	99.71	-
	Proposed	NBC	99.69	-