Table 4 Evaluation of metrics accuracy.
Accuracy | DReaM | ExKMC | CART | un-MHR | MHR |
|---|---|---|---|---|---|
Moon | 0.8 | 0.75 | 0.5 | 1 | 0.97 |
Flame | 0.8613 | 0.8403 | 0.7983 | 0.9958 | 0.979 |
Smile face | 0.4705 | 0.7484 | 0.983 | 1 | 0.9876 |
T4.8k | 0.4186 | 0.495 | 0.9859 | 0.987 | 0.985 |
Iris | 0.94 | 0.8933 | 0.92 | 0.9533 | 0.92 |
Bupa | 0.8116 | 0.9913 | 0.9797 | 0.9971 | 0.9913 |
Ecoli | 0.5268 | 0.9137 | 0.7946 | 0.8958 | 0.8571 |
Seeds | 0.9116 | 0.7992 | 0.8125 | 0.9905 | 0.9762 |
Wholesale | 0.9268 | 0.8471 | 0.8946 | 0.9932 | 0.9932 |
Glass | 0.4346 | 0.9439 | 0.729 | 0.9953 | 0.9953 |
Wine | 0.9213 | 0.2809 | 0.9944 | 0.9888 | 0.9719 |
