Table 4.
Feature relevance scores as reflected in the scatter ratio or mutual information (shown in descending order) for the three-cluster solution for Datasets 1 and 2.
| Dataset1 | Dataset2 | ||||||
|---|---|---|---|---|---|---|---|
| Variables | Scatter Ratio | Variables | Mutual Information | Variables | Scatter Ratio | Variables | Mutual Information |
| SCL | .5251 | TPR | .6178 | SCL | 2.3580 | SCL | .5760 |
| TPR | .4926 | CO | .5964 | CO | .4576 | CO | .4964 |
| CO | .4758 | SCL | .5813 | PEP | .4219 | PEP | .4638 |
| IBI | .3080 | IBI | .4994 | IBI | .3105 | IBI | .4457 |
| PEP | .1444 | LVET | .4645 | MAP | .0861 | TPR | .3305 |
| LVET | .1384 | PEP | .3812 | TPR | .0765 | SCR | .1610 |
| SCR | .1222 | CORR | .3361 | RSA | .0658 | MAP | .1280 |
| MAP | .0956 | MAP | .2830 | SCR | .0250 | RSA | .1227 |
| CORR | .0554 | RMS | .1971 | RR | .0219 | RR | .0867 |
| RSA | .0408 | SCR | .1951 | LVET | .0135 | LVET | .0000 |
| RR | .0142 | RSA | .0725 | ||||
| ZYGO | .0111 | RR | .0262 | ||||