Using Generalized Combination Measure from Dombi and Yager type of T -norms and T -conorms in Classification

نویسنده

  • Kalle Saastamoinen
چکیده

In this paper we use a comparison measure which can be adapted to various different applications and has many good properties for further analysis. This comparison measure is based on the adaptive aggregation of the t-norms and t-conorms. We test this measure in classification tasks, with Dombi and Yager type of t-norm and t-conorm operators. The classification results are compared to plain t-norms, t-conorms, and Schweizer-SklarŁukasiewicz-based equivalence. It is shown that the presented measure is able to give highly competitive results in classification.

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تاریخ انتشار 2005