Algorithms | Methods | Performance measures | |||||
---|---|---|---|---|---|---|---|
ACC | Sensitivity | Specificity | MCC | F-score | Precision | ||
SVMR | tenfold | 0.990 | 0.987 | 0.993 | 0.981 | 0.989 | 0.991 |
Test | 0.923 | 0.927 | 0.919 | 0.843 | 0.911 | 0.895 | |
LR | tenfold | 0.688 | 0.649 | 0.713 | 0.357 | 0.620 | 0.594 |
Test | 0.612 | 0.473 | 0.716 | 0.194 | 0.510 | 0.553 | |
Naïve Bayes | tenfold | 0.761 | 0.737 | 0.776 | 0.508 | 0.711 | 0.688 |
 | Test | 0.721 | 0.709 | 0.730 | 0.436 | 0.684 | 0.661 |
avNNet | tenfold | 0.902 | 0.918 | 0.892 | 0.801 | 0.882 | 0.848 |
 | Test | 0.783 | 0.709 | 0.838 | 0.553 | 0.736 | 0.453 |
KNN | tenfold | 0.889 | 0.874 | 0.900 | 0.773 | 0.870 | 0.866 |
 | Test | 0.775 | 0.782 | 0.770 | 0.547 | 0.748 | 0.717 |