Table 1.
The best performing two- and three-feature combinations as judged by the AUC and the confidence interval
Two-features combination | AUC | Confidence interval |
---|---|---|
Kurtosis, coarseness | 0.92 | [0.90, 0.95] |
NESTD, coarseness | 0.90 | [0.89, 0.97] |
Kurtosis, NESTD | 0.89 | [0.84, 0.91] |
Kurtosis, skewness | 0.88 | [0.84, 0.92] |
Two features combination | AUC | Confidence interval |
Kurtosis, coarseness, NESTD | 0.94 | [0.91, 0.95] |
Skewness, contrast, IDF | 0.93 | [0.91, 0.95] |
Kurtosis, NESTD, skewness | 0.82 | [0.90, 0.95] |
Kurtosis, skewness, mean | 0.88 | [0.85, 0.91] |