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	81.96	0.0052
Polynomial quantifier	81.37	0.0038
Quadratic quantifier	82.75	0.0036
Exponential quantifier	82.16	0.0027
Trigonometric quantifier	81.57	0.0033
Similarity classifier with
() Bonferroni mean	82.94	0.0032
() Arithmetic mean	82.16	0.0032
() Generalized mean	82.16	0.0032