Advances in Fuzzy Systems / 2016 / Article / Tab 9

Research Article

A Similarity Classifier with Bonferroni Mean Operators

Table 9

A summary of classification accuracies for each of the similarity classifiers.

Data set Bonferroni mean based classifierBonferroni-OWA based classifierGeneralized mean based classifierArithmetic mean based classifier

Fertility 70.63%69.07%66.87%
Blood transfusion 76.86%76.43%67.87%
Echocardiogram 90.96%90.11%86.89%
Lung cancer 82.75%81.57%82.16%

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