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A New Splitting Criterion for Better Interpretable Trees

A new splitting criterion for classification trees that generates better decision rules in terms of interpretability is proposed in this paper. The criterion is designed to find homogeneous rules that describe a significant number of instances with a short length. The proposed criterion considers on...

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I tiakina i:
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Ngā kaituhi matua: Sangheum Hwang, Hyeon Gyu Yeo, Jung-Sik Hong
Hōputu: Artigo
Reo:Inglês
I whakaputaina: IEEE 2020-01-01
Rangatū:IEEE Access
Ngā marau:
Urunga tuihono:https://ieeexplore.ieee.org/document/9054987/
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