Algoritmy pro výběr rysů založené na reliéfu

Abstract

This master thesis describes how relief algorithms work and how to use them in extraction of relevant attributes (feature selection) to preprocess data. We made an experimental application with various implementations of relief algorithms to verify their functionality and to realize various experiments. Application includes visual output in form of clustering of processed data. As a conclusion we describe practical usages of relief algorithms in data preprocessing.