In this paper, a new version of the Fuzzy-ID3 algorithm is presented. The new algorithm allows to construct decision trees with smaller number of nodes.
In this paper, a new version of the Fuzzy-ID3 algorithm is presented. The new algorithm allows to construct decision trees with smaller number of nodes. This is ...
In this paper, a new version of the Fuzzy-ID3 algorithm is presented. The new algorithm allows to construct decision trees with smaller number of nodes.
Fuzzy decision trees by fuzzy ID3 algorithm and its application to ...
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We propose a new version of ID3 algorithm to generate an understandable fuzzy decision tree using fuzzy sets defined by a user. We apply it to diagnosis for ...
In this paper, a new version of the Fuzzy-ID3 algorithm is presented. The new algorithm allows to construct decision trees with smaller number of nodes.
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A new version of ID3 algorithm is proposed to generate an understandable fuzzy decision tree using fuzzy sets defined by a user to be applied to diagnosis ...
The ID3 (Iterative Dichotomiser 3) algorithm, introduced by Quinlan (Quinlan, 1986), (Baldwin, Lawry, & Martin) is a very effective method for the creation ...
Experiment results show that the improved Id3 algorithm is superior to the current four classification algorithms (J48, Decision Stump, Random Tree and ...
In this paper, we introduce a modified version of fuzzy ID3 algorithm that integrates information gain and classification ambiguity to select the test attribute ...
In this paper, we propose a new version of fuzzy ID3 algorithms to generate a fuzzy decision maximizing the expected value of transferred information by ...