Concepedia

Decision Tree Classification

Decision Tree Classification is a supervised machine learning algorithm that belongs to the family of tree-based models, distinguished by its use of a hierarchical, rule-based structure to recursively partition feature space into discrete class labels based on optimal split criteria derived from training data.

3.5K

Publications

241.1K

Citations

11.4K

Authors

3.4K

Institutions

Publications per year

2017–2026

1.6K

Parents

Publications

3.5K

Classification and regression trees

J. Praagman · European Journal of Operational Research · 1985 · 10.2K citations

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Additive logistic regression: a statistical view of boosting (With discussion and a rejoinder by the authors)

Jerome H. Friedman, Trevor Hastie, Robert Tibshirani · The Annals of Statistics · 2000 · 7K citations · Full text

, , +16

The random subspace method for constructing decision forests

Tin Kam Ho · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1998 · 6.8K citations

, , +17

Random decision forests

Tin Kam Ho · 2002 · 5K citations

, , +16

A survey of decision tree classifier methodology

S.R. Safavian, D. A. Landgrebe · IEEE Transactions on Systems Man and Cybernetics · 1991 · 3.8K citations · Full text

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1–5 of 3.5K

Authors

11.4K

  1. AC
    André C. P. L. F. de Carvalho

    Universidade de São Paulo, Brazil

    11 publications · 793 citations

    11

    h-index

  2. AA
    Alex A. Freitas

    University of Kent, United Kingdom

    11 publications · 1.9K citations

    11

    h-index

  3. JA
    Joaquín Abellán

    Universidad de Granada, Spain

    9 publications · 725 citations

    9

    h-index

  4. DM
    Dewan Md. Farid

    United International University, Bangladesh

    9 publications · 528 citations

    9

    h-index

  5. PK
    Peter Kokol

    University of Maribor, Slovenia

    9 publications · 295 citations

    9

    h-index

1–5 of 11.4K

Institutions

3.4K

  1. Yale University

    New Haven, United States

    18 h-index

    44 publications

    2.5K citations

  2. Vellore Institute of Technology University

    Vellore, India

    18 h-index

    64 publications

    8.3K citations

  3. University of Michigan

    Ann Arbor, United States

    16 h-index

    38 publications

    2K citations

  4. Purdue University West Lafayette

    West Lafayette, United States

    16 h-index

    24 publications

    11.4K citations

  5. University of Wisconsin–Madison

    Madison, United States

    16 h-index

    30 publications

    6.4K citations

  6. Universidade de São Paulo

    São Paulo, Brazil

    15 h-index

    37 publications

    2K citations

  7. Chinese Academy of Sciences

    Beijing, China

    15 h-index

    62 publications

    3.5K citations

  8. Johns Hopkins University

    Baltimore, United States

    15 h-index

    51 publications

    2.4K citations

1–8 of 3.4K

Venues

  1. Expert Systems with Applications

    48 publications · 5K citations

    36

    h-index

  2. IEEE Access

    36 publications · 2.4K citations

    24

    h-index

  3. International Journal of Computer Applications

    51 publications · 2.7K citations

    23

    h-index

  4. Remote Sensing

    29 publications · 1.8K citations

    23

    h-index

  5. Procedia Computer Science

    36 publications · 2.8K citations

    23

    h-index

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