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. 2019 Oct 4;3:25. doi: 10.1038/s41698-019-0096-z

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]