Table 3:
NH | ELM | TLBO-ELM | Jaya-ELM | CJaya-ELM | ||||
---|---|---|---|---|---|---|---|---|
Tr_Acc | Ts_Acc | Tr_Acc | Ts_Acc | Tr_Acc | Ts_Acc | Tr_Acc | Ts_Acc | |
10 | 0.8794 | 0.8668 | 0.9637 | 0.9325 | 0.9641 | 0.9473 | 0.9701 | 0.9483 |
20 | 0.8892 | 0.8721 | 0.9629 | 0.9385 | 0.9707 | 0.9467 | 0.9727 | 0.9457 |
30 | 0.8990 | 0.8719 | 0.9735 | 0.9402 | 0.9705 | 0.9460 | 0.9715 | 0.9471 |
40 | 0.9049 | 0.8683 | 0.9741 | 0.9465 | 0.9756 | 0.9483 | 0.9736 | 0.9495 |
50 | 0.9107 | 0.8680 | 0.9719 | 0.9480 | 0.9766 | 0.9473 | 0.9783 | 0.9496 |
60 | 0.9148 | 0.8676 | 0.9753 | 0.9475 | 0.9790 | 0.9480 | 0.9791 | 0.9498 |
70 | 0.9198 | 0.8596 | 0.9769 | 0.9440 | 0.9784 | 0.9491 | 0.9793 | 0.9502 |
80 | 0.9248 | 0.8626 | 0.9763 | 0.9395 | 0.9806 | 0.9480 | 0.9815 | 0.9496 |
90 | 0.9297 | 0.8606 | 0.9761 | 0.9360 | 0.9810 | 0.9447 | 0.9812 | 0.9487 |
100 | 0.9254 | 0.8705 | 0.9793 | 0.9435 | 0.9826 | 0.9442 | 0.9843 | 0.9494 |
110 | 0.9318 | 0.8747 | 0.9814 | 0.9495 | 0.9850 | 0.9498 | 0.9862 | 0.9517 |
120 | 0.9334 | 0.8731 | 0.9839 | 0.9459 | 0.9888 | 0.9463 | 0.9889 | 0.9536 |
130 | 0.9407 | 0.8840 | 0.9859 | 0.9515 | 0.9868 | 0.9501 | 0.9872 | 0.9551 |
140 | 0.9432 | 0.8825 | 0.9891 | 0.9470 | 0.9902 | 0.9513 | 0.9912 | 0.9562 |
150 | 0.9508 | 0.8880 | 0.9894 | 0.9495 | 0.9918 | 0.9487 | 0.9918 | 0.9581 |
160 | 0.9547 | 0.8798 | 0.9923 | 0.9518 | 0.9948 | 0.9552 | 0.9953 | 0.9587 |
170 | 0.9586 | 0.8910 | 0.9941 | 0.9525 | 0.9952 | 0.9547 | 0.9969 | 0.9592 |
180 | 0.9621 | 0.8936 | 0.9963 | 0.9575 | 0.9966 | 0.9581 | 0.9971 | 0.9619 |
190 | 0.9625 | 0.8978 | 0.9969 | 0.9530 | 0.9970 | 0.9567 | 0.9987 | 0.9595 |
200 | 0.9638 | 0.9045 | 0.9983 | 0.9515 | 0.9994 | 0.9547 | 0.9996 | 0.9617 |
210 | 0.9664 | 0.9068 | 0.9980 | 0.9580 | 0.9998 | 0.9593 | 0.9998 | 0.9633 |
220 | 0.9714 | 0.9161 | 0.9993 | 0.9591 | 0.9998 | 0.9603 | 1 | 0.9627 |
230 | 0.9723 | 0.9171 | 1 | 0.9570 | 1 | 0.9627 | 1 | 0.9687 |
240 | 0.9732 | 0.9189 | 1 | 0.9585 | 1 | 0.9633 | 1 | 0.9643 |
250 | 0.9749 | 0.9196 | 1 | 0.9565 | 1 | 0.9647 | 1 | 0.9658 |
260 | 0.9768 | 0.9214 | 1 | 0.9612 | 1 | 0.9680 | 1 | 0.9679 |
270 | 0.9783 | 0.9198 | 1 | 0.9654 | 1 | 0.9663 | 1 | 0.9673 |
280 | 0.9798 | 0.9260 | 1 | 0.9625 | 1 | 0.9662 | 1 | 0.9652 |
290 | 0.9813 | 0.9289 | 1 | 0.9660 | 1 | 0.9666 | 1 | 0.9681 |
300 | 0.9865 | 0.9302 | 1 | 0.9645 | 1 | 0.9667 | 1 | 0.9678 |
Bold values are the highest values.