Research Article
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 | - |
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