Table 4:
HN | ELM | TLBO-ELM | Jaya-ELM | CJaya-ELM | ||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Sen | TP | FN | FP | TN | Sen | TP | FN | FP | TN | Sen | TP | FN | FP | TN | Sen | TP | FN | FP | TN | |
10 | 0.8727 | 144 | 21 | 20 | 45 | 0.9515 | 157 | 8 | 20 | 48 | 0.9576 | 158 | 7 | 23 | 42 | 0.9578 | 159 | 7 | 23 | 41 |
20 | 0.8688 | 139 | 21 | 13 | 57 | 0.9500 | 152 | 8 | 13 | 60 | 0.9563 | 153 | 7 | 16 | 54 | 0.9563 | 153 | 7 | 16 | 54 |
30 | 0.8766 | 135 | 19 | 18 | 58 | 0.9610 | 148 | 6 | 18 | 61 | 0.9675 | 149 | 5 | 21 | 55 | 0.9677 | 150 | 5 | 21 | 54 |
40 | 0.8896 | 137 | 17 | 23 | 53 | 0.9740 | 150 | 4 | 23 | 56 | 0.9805 | 151 | 3 | 26 | 50 | 0.9805 | 151 | 3 | 26 | 50 |
50 | 0.8841 | 145 | 19 | 14 | 52 | 0.9634 | 158 | 6 | 14 | 55 | 0.9695 | 159 | 5 | 17 | 49 | 0.9697 | 160 | 5 | 17 | 48 |
60 | 0.8827 | 143 | 19 | 22 | 46 | 0.9630 | 156 | 6 | 22 | 49 | 0.9691 | 157 | 5 | 25 | 43 | 0.9691 | 157 | 5 | 25 | 43 |
70 | 0.8792 | 131 | 18 | 23 | 58 | 0.9664 | 144 | 5 | 23 | 61 | 0.9732 | 145 | 4 | 26 | 55 | 0.9733 | 146 | 4 | 26 | 54 |
80 | 0.8563 | 143 | 24 | 20 | 43 | 0.9341 | 156 | 11 | 20 | 46 | 0.9401 | 157 | 10 | 23 | 40 | 0.9401 | 157 | 10 | 23 | 40 |
90 | 0.8627 | 132 | 21 | 18 | 59 | 0.9477 | 145 | 8 | 18 | 62 | 0.9542 | 146 | 7 | 21 | 56 | 0.9545 | 147 | 7 | 21 | 55 |
100 | 0.8408 | 132 | 25 | 20 | 53 | 0.9236 | 145 | 12 | 20 | 56 | 0.9299 | 146 | 11 | 23 | 50 | 0.9299 | 146 | 11 | 23 | 50 |
110 | 0.9108 | 143 | 14 | 24 | 49 | 0.9936 | 156 | 1 | 24 | 52 | 1 | 157 | 0 | 27 | 46 | 1 | 158 | 0 | 27 | 45 |
120 | 0.9000 | 135 | 15 | 24 | 56 | 0.9867 | 148 | 2 | 24 | 59 | 0.9933 | 149 | 1 | 27 | 53 | 0.9933 | 149 | 1 | 27 | 53 |
130 | 0.8735 | 145 | 21 | 14 | 50 | 0.9518 | 158 | 8 | 14 | 53 | 0.9578 | 159 | 7 | 17 | 47 | 0.9581 | 160 | 7 | 17 | 46 |
140 | 0.8247 | 127 | 27 | 29 | 47 | 0.9091 | 140 | 14 | 29 | 50 | 0.9156 | 141 | 13 | 32 | 44 | 0.9156 | 141 | 13 | 32 | 44 |
150 | 0.8683 | 145 | 22 | 17 | 46 | 0.9461 | 158 | 9 | 17 | 49 | 0.9521 | 159 | 8 | 20 | 43 | 0.9524 | 160 | 8 | 20 | 42 |
160 | 0.8909 | 147 | 18 | 13 | 52 | 0.9697 | 160 | 5 | 13 | 55 | 0.9758 | 161 | 4 | 16 | 49 | 0.9758 | 161 | 4 | 16 | 49 |
170 | 0.8466 | 138 | 25 | 18 | 49 | 0.9264 | 151 | 12 | 18 | 52 | 0.9325 | 152 | 11 | 21 | 46 | 0.9329 | 153 | 11 | 21 | 45 |
180 | 0.7901 | 128 | 34 | 24 | 44 | 0.8704 | 141 | 21 | 24 | 47 | 0.8765 | 142 | 20 | 27 | 41 | 0.8765 | 142 | 20 | 27 | 41 |
190 | 0.8333 | 135 | 27 | 17 | 51 | 0.9136 | 148 | 14 | 17 | 54 | 0.9198 | 149 | 13 | 20 | 48 | 0.9202 | 150 | 13 | 20 | 47 |
200 | 0.8726 | 137 | 20 | 22 | 51 | 0.9554 | 150 | 7 | 22 | 54 | 0.9618 | 151 | 6 | 25 | 48 | 0.9618 | 151 | 6 | 25 | 48 |
210 | 0.8269 | 129 | 27 | 24 | 50 | 0.9103 | 142 | 14 | 24 | 53 | 0.9167 | 143 | 13 | 27 | 47 | 0.9172 | 144 | 13 | 27 | 46 |
220 | 0.8258 | 128 | 27 | 14 | 61 | 0.9097 | 141 | 14 | 14 | 64 | 0.9161 | 142 | 13 | 17 | 58 | 0.9161 | 142 | 13 | 17 | 58 |
230 | 0.8494 | 141 | 25 | 16 | 48 | 0.9277 | 154 | 12 | 16 | 51 | 0.9337 | 155 | 11 | 19 | 45 | 0.9341 | 156 | 11 | 10 | 53 |
240 | 0.8431 | 129 | 24 | 27 | 50 | 0.9281 | 142 | 11 | 27 | 53 | 0.9346 | 143 | 10 | 30 | 47 | 0.9346 | 143 | 10 | 20 | 57 |
250 | 0.7888 | 127 | 34 | 13 | 56 | 0.8696 | 140 | 21 | 13 | 59 | 0.8758 | 141 | 20 | 16 | 53 | 0.8765 | 142 | 20 | 6 | 58 |
260 | 0.8385 | 135 | 26 | 17 | 52 | 0.9193 | 148 | 13 | 17 | 55 | 0.9255 | 149 | 12 | 20 | 49 | 0.9255 | 149 | 12 | 10 | 59 |
270 | 0.8553 | 136 | 23 | 15 | 56 | 0.9371 | 149 | 10 | 15 | 59 | 0.9434 | 150 | 9 | 18 | 53 | 0.9437 | 151 | 9 | 6 | 64 |
280 | 0.8113 | 129 | 30 | 18 | 53 | 0.8931 | 142 | 17 | 18 | 56 | 0.8994 | 143 | 16 | 21 | 50 | 0.8994 | 143 | 16 | 4 | 67 |
290 | 0.8182 | 135 | 30 | 23 | 42 | 0.8970 | 148 | 17 | 23 | 45 | 0.9030 | 149 | 16 | 26 | 39 | 0.9036 | 150 | 16 | 2 | 62 |
300 | 0.8187 | 131 | 29 | 13 | 57 | 0.9000 | 144 | 16 | 13 | 60 | 0.9063 | 145 | 15 | 16 | 54 | 0.9063 | 145 | 15 | 6 | 64 |
Bold values are the highest values.