TABLE 5.
Maximum accuracy obtained on all seven cases by using combined features.
Cases (Classifiers) | Features | Accuracy | Sensitivity | Specificity |
First two minutes (1-NN) | 11 | 96.1% | 95% | 97.2% |
Second two minutes (10-NN) | 11 | 90.8% | 92.5% | 88.9% |
Third two minutes (10-NN) | 10 | 97.4% | 97.5% | 94.4% |
Fourth two minutes (1-NN) | 4 | 94.7% | 95% | 94.4% |
Fifth two minutes (10-NN) | 5 | 94.7% | 95% | 94.4% |
Sixth two minutes (1-NN) | 8 | 93.4% | 95% | 91.7% |
Seventh two minutes (10-NN) | 10 | 96.1% | 97.5% | 94.4% |
Average | 94.7% | 95.5% | 93.6% |