Table 5 Evaluation of metrics NMI.
NMI | DReaM | ExKMC | CART | un-MHR | MHR |
|---|---|---|---|---|---|
Moon | 0.312 | 0.1888 | 0.5 | 1 | 0.899 |
Flame | 0.5223 | 0.45 | 0.2393 | 0.963 | 0.909 |
Smile face | 0.816 | 0.6589 | 0.933 | 1 | 0.9697 |
T4.8k | 0.6111 | 0.6282 | 0.9571 | 0.967 | 0.959 |
Iris | 0.8612 | 0.7582 | 0.7808 | 0.8738 | 0.8137 |
Bupa | 0.2931 | 0.8684 | 0.7378 | 0.9514 | 0.9045 |
Ecoli | 0.4246 | 0.8163 | 0.5969 | 0.8438 | 0.8001 |
Seeds | 0.7876 | 0.9071 | 0.8084 | 0.9598 | 0.9264 |
Wholesale | 0.5842 | 0.8952 | 0.8522 | 0.9549 | 0.9549 |
Glass | 0.4845 | 0.8302 | 0.5934 | 0.9807 | 0.9807 |
Wine | 0.833 | 0.4259 | 0.9732 | 0.9547 | 0.9308 |
