Concepedia

Binary Splits

Binary Splits is a decision tree partitioning strategy that recursively divides a node into exactly two child nodes based on a single splitting criterion, thereby enabling hierarchical data segmentation through dichotomous logical conditions.

52

Publications

12.5K

Citations

161

Authors

84

Institutions

Publications per year

2017–2026

10

Parents

Publications

52

A working guide to boosted regression trees

Jane Elith, John R. Leathwick, Trevor Hastie · Journal of Animal Ecology · 2008 · 6.5K citations · Full text

, , +14

An Exploratory Technique for Investigating Large Quantities of Categorical Data

Gordon V. Kass · Journal of the Royal Statistical Society Series C (Applied Statistics) · 1980 · 2.9K citations

, , +14

SPLIT SELECTION METHODS FOR CLASSIFICATION TREES

Wei‐Yin Loh, Yu‐Shan Shih · 1997 · 943 citations

, , +13

Unbiased split selection for classification trees based on the Gini Index

Carolin Strobl, Anne‐Laure Boulesteix, Thomas Augustin · Computational Statistics & Data Analysis · 2006 · 309 citations · Full text

, , +7

Learning relational probability trees

Jennifer Neville, David Jensen, Lisa Friedland et al. · 2003 · 215 citations

, , +14

1–5 of 52

Authors

161

  1. YS
    Yu‐Shan Shih

    National Chung Cheng University, Taiwan

    3 publications · 1K citations

    3

    h-index

  2. CK
    C. K. Wong

    IBM Research - Thomas J. Watson Research Center, United States

    3 publications · 63 citations

    3

    h-index

  3. SS
    Shou‐Hsuan Stephen Huang

    University of Houston, United States

    3 publications · 63 citations

    3

    h-index

  4. DS
    D. S. Hirschberg

    University of California, Irvine, United States

    2 publications · 45 citations

    2

    h-index

  5. HZ
    Heping Zhang

    Yale University, United States

    2 publications · 139 citations

    2

    h-index

1–5 of 161

Institutions

84

  1. University of Houston

    Houston, United States

    3 h-index

    6 publications

    129 citations

  2. Yale University

    New Haven, United States

    2 h-index

    2 publications

    139 citations

  3. University of Alberta

    Edmonton, Canada

    2 h-index

    6 publications

    339 citations

  4. University of Massachusetts Amherst

    Amherst Center, United States

    2 h-index

    8 publications

    936 citations

  5. University of Toronto

    Toronto, Canada

    2 h-index

    4 publications

    154 citations

  6. Technical University of Munich

    Munich, Germany

    2 h-index

    2 publications

    341 citations

  7. Universitat Politècnica de Catalunya

    Barcelona, Spain

    2 h-index

    3 publications

    128 citations

  8. National Chung Cheng University

    Minxiong, Taiwan

    2 h-index

    2 publications

    72 citations

1–8 of 84

Venues

  1. Pattern Recognition

    4 publications · 135 citations

    4

    h-index

  2. 2

    h-index

  3. Computational Statistics & Data Analysis

    CSDA · 2 publications · 363 citations

    2

    h-index

  4. Journal of Algorithms

    2 publications · 43 citations

    2

    h-index

  5. Acta Informatica

    2 publications · 98 citations

    2

    h-index

1–5