A Similarity Classifier with Bonferroni Mean Operators

Table 7

Classification results with the echocardiogram data set.

Method	Mean accuracy (%)	Variance
Similarity classifier with Bonferroni-OWA using
Basic RIM quantifier
Polynomial quantifier
Quadratic quantifier
Exponential quantifier
Trigonometric quantifier
Similarity classifier with
() Bonferroni mean
() Arithmetic mean	86.89
() Generalized mean	90.11