Advances in Fuzzy Systems / 2016 / Article / Tab 8

Research Article

A Similarity Classifier with Bonferroni Mean Operators

Table 8

Classification results with the lung cancer data set.

Method Mean accuracy (%)Variance

Similarity classifier with Bonferroni-OWA using
 Basic RIM quantifier 81.960.0052
 Polynomial quantifier 81.370.0038
 Quadratic quantifier 82.750.0036
 Exponential quantifier 82.160.0027
 Trigonometric quantifier 81.570.0033

Similarity classifier with
 () Bonferroni mean 82.940.0032
 () Arithmetic mean 82.160.0032
 () Generalized mean 82.160.0032

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