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. 2010 May 28;24(3):446–463. doi: 10.1007/s10278-010-9298-1

Table 8.

Results of Classifiers Obtained by Combination of Multiple Attributes in Distinguishing Benign from Malignant Lesions Using Leave-One-Out Validation

Classifier combination Inline graphic Inline graphic Inline graphic Inline graphic
Smoothness + X-direction Sobel filter + Inline graphic 0.82 0.92 0.71 0.78
Smoothness + contrast inverse moment + Inline graphic 0.89 0.99 0.76 0.91