Research Article
Detection of Cardiovascular Disease Based on PPG Signals Using Machine Learning with Cloud Computing
Table 5
Obtained accuracy using PPG-BP data set.
| Data set | Classifier | Type | Accuracy (%) |
| PPG-BP | Decision tree | Fine tree | 99.5 | Medium tree | 99.5 | Coarse tree | 99.5 | Naïve Bayes | Gaussian naïve Bayes | 90.4 | Kernel naïve Bayes | 87.2 | SVM | Linear SVM | 94.1 | Quadratic SVM | 88.6 | Cubic SVM | 87.2 | Fine Gaussian SVM | 49.3 | Medium Gaussian SVM | 83.6 | Coarse Gaussian SVM | 74.4 |
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