Advances in Fuzzy Systems / 2016 / Article / Tab 5

Research Article

A Similarity Classifier with Bonferroni Mean Operators

Table 5

Classification results with the fertility data set.

Method Mean accuracy (%)Variance

Similarity classifier with Bonferroni-OWA using
 Basic RIM quantifier 70.600.0073
 Polynomial quantifier 0.0068
 Quadratic quantifier 69.130.0094
 Exponential quantifier 70.400.0084
 Trigonometric quantifier 69.400.0076

Similarity classifier with
 () Bonferroni mean 0.0105
 () Arithmetic mean 66.870.0031
 () Generalized mean 69.070.0073

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