Table 5.
Performance measures in percentage while using our experiment for both training and testing data (subject-independent evaluation).
Measure | KNN | NB | ANN | SVM | CNN |
---|---|---|---|---|---|
Accuracy | 56.25% | 25.63% | 45.63% | 71.88% | 81.88% |
Specificity | 80% | 72.5% | 83.34% | 89.17% | 95% |
Precision | 50% | 25% | 42.86% | 67.5% | 82.86% |
Recall | 60% | 27% | 37.5% | 67.5% | 72.5% |