Dataset | Fold | Acc | Prec | Sen | F1 | MCC |
---|---|---|---|---|---|---|
Enzyme | 1 | 0.9111 | 0.9242 | 0.8957 | 0.9097 | 0.8226 |
2 | 0.9111 | 0.9397 | 0.8786 | 0.9081 | 0.8240 | |
3 | 0.8973 | 0.9218 | 0.8682 | 0.8942 | 0.7959 | |
4 | 0.9034 | 0.9083 | 0.8974 | 0.9028 | 0.8069 | |
5 | 0.9058 | 0.9217 | 0.8870 | 0.9040 | 0.8122 | |
Average | 0.9057 ± 0.0058 | 0.9231 ± 0.0112 | 0.8854 ± 0.0122 | 0.9038 ± 0.0061 | 0.8123 ± 0.0116 | |
GPCR | 1 | 0.7756 | 0.8571 | 0.6614 | 0.7466 | 0.5661 |
2 | 0.8031 | 0.8667 | 0.7165 | 0.7845 | 0.6156 | |
3 | 0.8228 | 0.8596 | 0.7717 | 0.8133 | 0.6491 | |
4 | 0.7756 | 0.8365 | 0.6850 | 0.7532 | 0.5604 | |
5 | 0.8031 | 0.8291 | 0.7638 | 0.7951 | 0.6082 | |
Average | 0.7960 ± 0.0203 | 0.8498 ± 0.0161 | 0.7197 ± 0.0481 | 0.7785 ± 0.0282 | 0.5999 ± 0.0369 | |
Ion channel | 1 | 0.9375 | 0.9360 | 0.9392 | 0.9376 | 0.8750 |
2 | 0.9407 | 0.9610 | 0.9186 | 0.9393 | 0.8822 | |
3 | 0.9169 | 0.9271 | 0.9051 | 0.9160 | 0.8341 | |
4 | 0.9254 | 0.9435 | 0.9051 | 0.9239 | 0.8516 | |
5 | 0.9322 | 0.9264 | 0.9390 | 0.9327 | 0.8645 | |
Average | 0.9305 ± 0.0096 | 0.9388 ± 0.0143 | 0.9214 ± 0.0171 | 0.9299 ± 0.0098 | 0.8615 ± 0.0192 | |
Nuclear receptor | 1 | 0.8333 | 0.9286 | 0.7222 | 0.8125 | 0.6838 |
2 | 0.7222 | 0.7857 | 0.6111 | 0.6875 | 0.4558 | |
3 | 0.6667 | 0.7500 | 0.5000 | 0.6000 | 0.3536 | |
4 | 0.6944 | 0.7059 | 0.6667 | 0.6857 | 0.3895 | |
5 | 0.8333 | 0.8750 | 0.7778 | 0.8235 | 0.6708 | |
Average | 0.7500 ± 0.0786 | 0.8090 ± 0.0913 | 0.6556 ± 0.1069 | 0.7219 ± 0.0947 | 0.5107 ± 0.1565 |