A new node splitting measure for decision tree construction

DOI10.1016/j.patcog.2010.02.025zbMath1209.68445OpenAlexW1972953764MaRDI QIDQ975179

B. E. Eshmatov

Publication date: 8 June 2010

Published in: Pattern Recognition (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.patcog.2010.02.025

zbMATH Keywords

decision treesGini indexgain rationode splitting measure

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Pattern recognition, speech recognition (68T10)

Related Items (2)

Binary multi-layer classifier ⋮ Polarized classification tree models: theory and computational aspects

Uses Software

• SLIQ
• C4.5

Cites Work

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• On the handling of continuous-valued attributes in decision tree generation
• Technical note: Some properties of splitting criteria
• An approach to nonlinear programming
• Approximations of the critical region of the fbietkan statistic

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