Table 5:
HN | ELM | TLBO-ELM | Jaya-ELM | CJaya-ELM | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Spe | Gmean | F-score | Spe | Gmean | F-score | Spe | Gmean | F-score | Spe | Gmean | F-score | |
10 | 0.6923 | 0.7773 | 0.7721 | 0.7385 | 0.8462 | 0.8384 | 0.6462 | 0.7866 | 0.7716 | 0.6406 | 0.7833 | 0.7678 |
20 | 0.8141 | 0.8411 | 0.8406 | 0.8571 | 0.9112 | 0.9095 | 0.7714 | 0.8589 | 0.8540 | 0.7714 | 0.8589 | 0.8540 |
30 | 0.7632 | 0.8179 | 0.8160 | 0.8026 | 0.8871 | 0.8827 | 0.7237 | 0.8368 | 0.8280 | 0.7200 | 0.8347 | 0.8257 |
40 | 0.6974 | 0.7876 | 0.7818 | 0.7368 | 0.8556 | 0.8461 | 0.6579 | 0.8032 | 0.7874 | 0.6579 | 0.8032 | 0.7874 |
50 | 0.7879 | 0.8346 | 0.8332 | 0.8333 | 0.9045 | 0.9015 | 0.7424 | 0.8484 | 0.8409 | 0.7385 | 0.8462 | 0.8384 |
60 | 0.6765 | 0.7727 | 0.660 | 0.7206 | 0.8410 | 0.8310 | 0.6324 | 0.7828 | 0.7653 | 0.6324 | 0.7828 | 0.7653 |
70 | 0.7160 | 0.7934 | 0.7893 | 0.7531 | 0.8620 | 0.8542 | 0.6790 | 0.8129 | 0.7999 | 0.6750 | 0.8106 | 0.7972 |
80 | 0.6825 | 0.7645 | 0.7596 | 0.7302 | 0.8338 | 0.8265 | 0.6349 | 0.7726 | 0.7580 | 0.6349 | 0.7726 | 0.7580 |
90 | 0.7662 | 0.8131 | 0.8116 | 0.8052 | 0.8825 | 0.8788 | 0.7273 | 0.8331 | 0.8254 | 0.7237 | 0.8311 | 0.8232 |
100 | 0.7260 | 0.7813 | 0.7792 | 0.7671 | 0.8504 | 0.8459 | 0.6849 | 0.7981 | 0.7888 | 0.6849 | 0.7981 | 0.7888 |
110 | 0.6712 | 0.7819 | 0.7729 | 0.7123 | 0.8494 | 0.8364 | 0.6301 | 0.7938 | 0.7731 | 0.6250 | 0.7906 | 0.7692 |
120 | 0.7000 | 0.7937 | 0.7875 | 0.7375 | 0.8616 | 0.8513 | 0.8625 | 0.8112 | 0.7949 | 0.6625 | 0.8112 | 0.7949 |
130 | 0.7813 | 0.8261 | 0.8248 | 0.8281 | 0.8962 | 0.8934 | 0.7344 | 0.8387 | 0.8313 | 0.7302 | 0.8364 | 0.8287 |
140 | 0.6184 | 0.7141 | 0.7068 | 0.6579 | 0.7816 | 0.7701 | 0.5789 | 0.7281 | 0.7094 | 0.5789 | 0.7281 | 0.7094 |
150 | 0.7302 | 0.7962 | 0.7932 | 0.7778 | 0.8659 | 0.8610 | 0.6825 | 0.8061 | 0.9151 | 0.6774 | 0.8032 | 0.7917 |
160 | 0.8000 | 0.8442 | 0.8430 | 0.8462 | 0.9143 | 0.9115 | 0.7538 | 0.8577 | 0.8506 | 0.7538 | 0.8577 | 0.8506 |
170 | 0.7313 | 0.7869 | 0.7848 | 0.7761 | 0.8563 | 0.8522 | 0.6866 | 0.8001 | 0.7909 | 0.6818 | 0.7976 | 0.7878 |
180 | 0.6471 | 0.7150 | 0.7115 | 0.6912 | 0.7838 | 0.7777 | 0.6029 | 0.7270 | 0.7144 | 0.6029 | 0.7270 | 0.7144 |
190 | 0.7500 | 0.7906 | 0.7895 | 0.7941 | 0.8603 | 0.8576 | 0.7059 | 0.8058 | 0.7987 | 0.7015 | 0.8035 | 0.7961 |
200 | 0.6986 | 0.7808 | 0.7760 | 0.7397 | 0.8490 | 0.8410 | 0.6575 | 0.7952 | 0.7811 | 0.6575 | 0.7952 | 0.7811 |
210 | 0.6757 | 0.7475 | 0.7437 | 0.7162 | 0.8159 | 0.8090 | 0.6351 | 0.7630 | 0.7504 | 0.6301 | 0.7602 | 0.7470 |
220 | 0.8133 | 0.8195 | 0.8195 | 0.8533 | 0.8904 | 0.8896 | 0.7733 | 0.8417 | 0.8387 | 0.7733 | 0.8417 | 0.8387 |
230 | 0.7500 | 0.7982 | 0.7966 | 0.7969 | 0.8681 | 0.8650 | 0.7031 | 0.8103 | 0.8022 | 0.8413 | 0.8865 | 0.8853 |
240 | 0.6494 | 0.7399 | 0.7337 | 0.6883 | 0.8077 | 0.7974 | 0.6104 | 0.7553 | 0.7385 | 0.7403 | 0.8318 | 0.8262 |
250 | 0.8116 | 0.8001 | 0.8000 | 0.8551 | 0.8715 | 0.8713 | 0.7681 | 0.8202 | 0.8184 | 0.9063 | 0.8913 | 0.8911 |
260 | 0.7536 | 0.7949 | 0.7938 | 0.7971 | 0.8646 | 0.8618 | 0.7101 | 0.8107 | 0.8036 | 0.8551 | 0.8896 | 0.8889 |
270 | 0.7887 | 0.8214 | 0.8207 | 0.8310 | 0.8913 | 0.8891 | 0.7465 | 0.8392 | 0.8335 | 0.9143 | 0.9289 | 0.9288 |
280 | 0.7465 | 0.7782 | 0.7776 | 0.7887 | 0.8481 | 0.8459 | 0.7042 | 0.7958 | 0.7899 | 0.9437 | 0.9213 | 0.9210 |
290 | 0.6462 | 0.7271 | 0.7221 | 0.6923 | 0.7960 | 0.7883 | 0.6000 | 0.7361 | 0.7210 | 0.9688 | 0.9356 | 0.9350 |
300 | 0.8143 | 0.8165 | 0.8165 | 0.8571 | 0.8874 | 0.8869 | 0.7714 | 0.8361 | 0.8334 | 0.9143 | 0.9103 | 0.9103 |
Bold values are the highest values.