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	70.60	0.0073
Polynomial quantifier		0.0068
Quadratic quantifier	69.13	0.0094
Exponential quantifier	70.40	0.0084
Trigonometric quantifier	69.40	0.0076
Similarity classifier with
() Bonferroni mean		0.0105
() Arithmetic mean	66.87	0.0031
() Generalized mean	69.07	0.0073