Dataset | Feature selection | ACC score | F1 score | AUC score | |||
---|---|---|---|---|---|---|---|
Total time | # of rules | Total time | # of rules | Total time | # ofrules | ||
DOT | FS_atLeastOne | 303.636 | 107,964 | 22.381 | 26,460 | 142.302 | 52,638 |
FS_onlySig | 235.947 | 54,167 | 11.427 | 9,780 | 102.760 | 25,817 | |
FS_sigAtLeastOne | 250.633 | 107,535 | 19.813 | 25,756 | 115.994 | 52,136 | |
DISC | FS_atLeastOne | 10.737 | 102,219 | 8.059 | 178,346 | 60.780 | 609,937 |
FS_onlySig | 1.777 | 87,671 | 1.109 | 7,223 | 33.304 | 67,558 | |
FS_sigAtLeastOne | 1.955 | 13,041 | 1.330 | 11,270 | 25.861 | 91,003 | |
m2801 | FS_atLeastOne | 699.273 | 461,745 | 28.087 | 80,079 | 168.210 | 225,081 |
FS_onlySig | 914.283 | 340,039 | 21.594 | 18,787 | 148.992 | 82,456 | |
FS_sigAtLeastOne | 802.176 | 433,393 | 18.939 | 32,054 | 123.561 | 124,002 |