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Table 12 Classification performances of the top 20 features selected by Relief-F when employed individually

From: Comparative analysis of proficiencies of various textures and geometric features in breast mass classification using k-nearest neighbor

Feature name Accuracy (%) Sensitivity (%) Specificity (%)
FD26 67.0 71.0 62.0
Euler number 58.0 62.0 54.0
Solidity 56.0 62.0 48.0
Extent 56.0 62.0 48.0
Sum squares 50.0 58.0 38.0
Mean 47.0 52.0 38.0
FD14 62.0 62.0 62.0
Sum average 52.0 58.0 44.0
Sum variance 60.0 66.0 52.0
FD13 62.0 69.0 52.0
ZM3–1 44.0 52.0 34.0
ZM31 44.0 52.0 34.0
Periodicity 50.0 57.0 42.0
FD9 61.0 66.0 56.0
H2 65.0 69.0 60.0
Variance (FOS) 47.0 54.0 38.0
Skewness (FOS) 51.0 52.0 50.0
Contrast (SFM) 43.0 51.0 34.0
Sum entropy 58.0 66.0 48.0
Entropy 61.0 69.0 50.0