Table 2.
No. of Folds | IDLDMS-PTC | ODL-PTNTC | WELM | KELM | ELM |
---|---|---|---|---|---|
Sensitivity | |||||
CV=6 | 0.9864 | 0.9773 | 0.9757 | 0.9607 | 0.9431 |
CV=7 | 0.9768 | 0.9761 | 0.9603 | 0.9654 | 0.9741 |
CV=8 | 0.9931 | 0.9853 | 0.9829 | 0.9445 | 0.9748 |
CV=9 | 0.9885 | 0.9670 | 0.9644 | 0.9605 | 0.9375 |
CV=10 | 0.9970 | 0.9885 | 0.9859 | 0.9546 | 0.9489 |
Average | 0.9884 | 0.9788 | 0.9738 | 0.9571 | 0.9557 |
Specificity | |||||
CV = 6 | 0.9981 | 0.9942 | 0.9927 | 0.9625 | 0.9803 |
CV = 7 | 0.9938 | 0.9880 | 0.9857 | 0.9672 | 0.9851 |
CV = 8 | 0.9967 | 0.9945 | 0.9699 | 0.9872 | 0.9937 |
CV = 9 | 0.9983 | 0.9975 | 0.9822 | 0.9965 | 0.9650 |
CV = 10 | 0.9958 | 0.9947 | 0.9788 | 0.9932 | 0.9706 |
Average | 0.9965 | 0.9938 | 0.9819 | 0.9813 | 0.9789 |
Accuracy | |||||
CV = 6 | 0.9986 | 0.9977 | 0.9846 | 0.9934 | 0.9379 |
CV = 7 | 0.9987 | 0.9944 | 0.9698 | 0.9904 | 0.9746 |
CV = 8 | 0.9807 | 0.9623 | 0.9546 | 0.9610 | 0.9422 |
CV = 9 | 0.9831 | 0.9648 | 0.9618 | 0.9486 | 0.9609 |
CV = 10 | 0.9860 | 0.9847 | 0.9715 | 0.9389 | 0.9829 |
Average | 0.9894 | 0.9808 | 0.9685 | 0.9665 | 0.9597 |
F-score | |||||
CV = 6 | 0.9861 | 0.9824 | 0.9799 | 0.9810 | 0.9657 |
CV = 7 | 0.9850 | 0.9832 | 0.9796 | 0.9744 | 0.9615 |
CV = 8 | 0.9864 | 0.9805 | 0.9784 | 0.9764 | 0.9692 |
CV = 9 | 0.9995 | 0.9992 | 0.9578 | 0.9786 | 0.9987 |
CV = 10 | 0.9948 | 0.9863 | 0.9821 | 0.9531 | 0.9600 |
Average | 0.9904 | 0.9863 | 0.9756 | 0.9727 | 0.9710 |