Jearanaitanakij, Kietikul

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Jearanaitanakij, Kietikul
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kietikul.je@kmitl.ac.th

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    Item type:Publication,
    Improving the ID3 Algorithm By Filtering Out Attributes With Values Of 0 or 1
    (2022-01-01)
    Chuenprasertsuk, Pinyarat
    ;
    Jearanaitanakij, Kietikul
    The iterative Dichotomiser 3 (ID3) algorithm is a classification algorithm that generates a decision tree, and it is one of the most simple and well-known tools. However, there is still room for improvement. This paper aims to reduce the running time of generating a decision tree by ignoring attributes that have an information gain value of 0 or 1 and the experiment result shows that the improved ID3 algorithm can significantly reduce the running time by more than 10 percent when compared with the traditional ID3 algorithm.