Classification Model | Test set | Sens. (%) | Prec. (%) | Accu. (%) | MCC (%) | Testing Time (Seconds) |
---|---|---|---|---|---|---|
PCA-EELM | 1 | 86.60 | 87.32 | 87.03 | 77.42 | 45.1482 |
 | 2 | 85.97 | 87.34 | 86.77 | 77.04 | 45.4615 |
 | 3 | 85.95 | 87.68 | 86.95 | 77.30 | 46.7825 |
 | 4 | 86.60 | 88.10 | 87.47 | 78.07 | 43.2015 |
 | 5 | 85.64 | 87.52 | 86.73 | 76.97 | 44.1237 |
 | Average | 86.15+0.43 | 87.59+0.32 | 87.00+0.29 | 77.36+0.44 | 44.9435+1.36 |
PCA-SVM | 1 | 81.76 | 82.86 | 82.16 | 70.69 | 52.6035 |
 | 2 | 85.77 | 81.65 | 83.37 | 72.25 | 51.7143 |
 | 3 | 87.52 | 80.67 | 83.10 | 71.78 | 51.7143 |
 | 4 | 85.77 | 82.44 | 83.77 | 72.79 | 51.8547 |
 | 5 | 85.48 | 79.09 | 81.74 | 70.09 | 51.4335 |
 | Average | 85.26+2.12 | 81.34+1.51 | 82.82+0.85 | 71.52+1.1 | .51.8641+0.44 |