Dataset | AeKNN | ||||
---|---|---|---|---|---|
(32) | (16) | (8) | (32,16,32) | (32,16,8,16,32) | |
APSFailure | 0.9823 | 0.7553 | 0.9875 | 0.7573 | 0.9055 |
Higgs | 0.8743 | 0.5451 | 0.5602 | 0.4938 | 0.5316 |
CustSat | 0.9250 | 0.6366 | 0.4953 | 0.8194 | 0.5483 |
car | 0.9635 | 0.9874 | 0.8144 | 0.7613 | 0.6817 |
kr-vs-kp | 0.9246 | 0.7035 | 0.6532 | 0.5870 | 0.8751 |
airlines | 0.5887 | 0.7928 | 0.5992 | 0.5707 | 0.3604 |
vehicle | 0.8515 | 0.8204 | 0.2131 | 0.9099 | 0.3733 |
MiniBooNE | 0.9715 | 0.9871 | 0.8873 | 0.7405 | 0.8531 |
jannis | 0.7229 | 0.5748 | 0.8068 | 0.6911 | 0.6006 |
nomao | 0.9343 | 0.9213 | 0.5395 | 0.8454 | 0.4294 |
Credi-g | 0.9381 | 0.5772 | 0.5661 | 0.4141 | 0.5863 |
Kc1 | 0.9321 | 0.8389 | 0.9523 | 0.8583 | 0.4596 |
Cnae-9 | 0.8962 | 0.8741 | 0.6352 | 0.5938 | 0.7509 |
albert | 0.8394 | 0.7036 | 0.6251 | 0.8074 | 0.9783 |
Numerai28.6 | 0.3747 | 0.5260 | 0.3029 | 0.4395 | 0.3540 |
segment | 0.9130 | 0.8830 | 0.8837 | 0.7139 | 0.5426 |
Covertype | 0.6886 | 0.6824 | 0.7249 | 0.4845 | 0.4620 |
KDDCup | 0.9571 | 0.9974 | 0.7669 | 0.8386 | 0.7112 |
shuttle | 0.9653 | 0.8537 | 0.4969 | 0.8306 | 0.7109 |
Gas_Sens-uci | 0.6161 | 0.8660 | 0.9667 | 0.7667 | 0.8492 |