Research Article
Study on PPG Biometric Recognition Based on Multifeature Extraction and Naive Bayes Classifier
Table 5
Recognition rates and EERs based on the various features and Euclidean distance on the three datasets.
| Dataset | Feature vector | Recognition rate (%) | EER (%) |
| BIDMC | TDF | 96.08 | 3.52 | TDF and FDF | 96.47 | 3.48 | TDF and WF | 96.71 | 3.29 | MF | 98.06 | 1.94 | MIMIC | TDF | 96.67 | 3.43 | TDF and FDF | 96.86 | 3.18 | TDF and WF | 96.87 | 3.14 | MF | 96.99 | 3.11 | CapnoBase | TDF | 97.59 | 2.43 | TDF and FDF | 97.59 | 2.41 | TDF and WF | 97.60 | 2.39 | MF | 97.62 | 2.36 |
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