Concepedia

Decision Tree Scoring

Decision Tree Scoring is a risk scoring method that uses a hierarchical, rule-based classification model to assign scores by recursively partitioning data into subsets based on feature thresholds, where the structure and splitting criteria are determined through a tree-structured decision process.

234

Publications

10.7K

Citations

1.1K

Authors

553

Institutions

Publications per year

2017–2026

117

Parents

Publications

234

A boosted decision tree approach using Bayesian hyper-parameter optimization for credit scoring

Yufei Xia, Chuanzhe Liu, Yuying Li et al. · Expert Systems with Applications · 2017 · 767 citations

, , +16

Data mining: concepts, models and techniques

Choice Reviews Online · 2011 · 558 citations

, , +17

An Empirical Comparison of Selection Measures for Decision-Tree Induction

John Mingers · Machine Learning · 1989 · 465 citations · Full text

, , +14

An empirical comparison of selection measures for decision-tree induction

John Mingers · Machine Learning · 1989 · 313 citations · Full text

, , +14

The role of demographics in online learning; A decision tree based approach

Saman Rizvi, Bart Rienties, Shakeel Khoja · Computers & Education · 2019 · 214 citations

, , +14

1–5 of 234

Authors

1.1K

  1. SC
    Stéphan Clémençon

    Laboratoire Traitement et Communication de l’Information, France

    3 publications · 52 citations

    3

    h-index

  2. NV
    Nicolas Vayatis

    Centre National de la Recherche Scientifique, France

    3 publications · 52 citations

    3

    h-index

  3. JH
    Jorng‐Tzong Horng

    National Central University, Taiwan

    2 publications · 107 citations

    2

    h-index

  4. HL
    Hongye Lin

    Fujian Medical University, China

    2 publications · 63 citations

    2

    h-index

  5. FB
    Francesco Brigo

    University of Verona, Italy

    2 publications · 33 citations

    2

    h-index

1–5 of 1.1K

Institutions

553

  1. Centre National de la Recherche Scientifique

    Paris, France

    7 h-index

    17 publications

    628 citations

  2. Inserm

    Paris, France

    4 h-index

    15 publications

    682 citations

  3. National Yang Ming Chiao Tung University

    Hsinchu, Taiwan

    4 h-index

    13 publications

    724 citations

  4. National Central University

    Taoyuan City, Taiwan

    3 h-index

    8 publications

    355 citations

  5. Xiamen University

    Xiamen, China

    3 h-index

    6 publications

    565 citations

  6. Université de Rouen Normandie

    Rouen, France

    3 h-index

    4 publications

    253 citations

  7. Aix-Marseille Université

    Marseille, France

    3 h-index

    5 publications

    225 citations

  8. Yuan Ze University

    Taoyuan District, Taiwan

    3 h-index

    4 publications

    203 citations

1–8 of 553

Venues

  1. Expert Systems with Applications

    7 publications · 1.3K citations

    7

    h-index

  2. PLoS ONE

    5 publications · 126 citations

    5

    h-index

  3. 4

    h-index

  4. 3

    h-index

  5. Diabetes Research and Clinical Practice

    3 publications · 95 citations

    3

    h-index

1–5