Table 3 Information gain attribute results based on delta entropy information gain
Feature | Information gain (∆ Entropy) |
|---|---|
\({Step}_{Avg}\) | 0.486 |
\({If}_{{Sum}_{Over0.5}}\) | 0.321 |
\({If}_{{Sum}_{Over1}}\) | 0.241 |
\({If}_{Threshold,0.5}\) | 0.178 |
\({Step}_{Std}\) | 0.145 |
\({If}_{Avg}\) | 0.14 |
\({If}_{{Sum}_{Avg}}\) | 0.14 |
\({If}_{Max}\) | 0.138 |
\({Balance}_{Left}\) | 0.118 |