Concepedia

Holdout Evaluation

Holdout Evaluation is a model validation technique in the evaluation of recommender systems that involves partitioning the dataset into distinct training and test sets to assess the model's predictive performance on unseen data.

48

Publications

3K

Citations

194

Authors

81

Institutions

Publications per year

2017–2026

28

Variants

Hold-out EvaluationHold-out MethodHoldout Method

Parents

Publications

48

Beating the hold-out

Avrim Blum, Adam Tauman Kalai, John Langford · 1999 · 263 citations · Full text

, , +6

From Story Line to Box Office: A New Approach for Green-Lighting Movie Scripts

Jehoshua Eliashberg, Sam K. Hui, Z. John Zhang · Management Science · 2007 · 249 citations · Full text

, , +13

Leveraging Missing Ratings to Improve Online Recommendation Systems

Yuanping Ying, Fred M. Feinberg, Michel Wedel · Journal of Marketing Research · 2006 · 167 citations

, , +13

MIFH: A Machine Intelligence Framework for Heart Disease Diagnosis

Ankur Gupta, Rahul Kumar, Harkirat Singh Arora et al. · IEEE Access · 2019 · 159 citations · Full text

, , +14

Kernel-based machine learning protocol for predicting DNA-binding proteins

Nina Bhardwaj · Nucleic Acids Research · 2005 · 154 citations · Full text

, , +10

1–5 of 48

Authors

194

  1. BD
    B D'Alessandro

    Canfield Scientific (United States), United States

    2 publications · 138 citations

    2

    h-index

  2. MH
    Moshe Handelsman

    Walden University, United States

    2 publications · 52 citations

    2

    h-index

  3. RH
    Rod Hook

    New York University, United States

    2 publications · 138 citations

    2

    h-index

  4. GB
    Gavin Buttimore

    Google (United States), United States

    2 publications · 40 citations

    2

    h-index

  5. AP
    Adrià Puigdomènech Badia

    Google (United States), United States

    2 publications · 40 citations

    2

    h-index

1–5 of 194

Institutions

81

  1. University of Michigan

    Ann Arbor, United States

    3 h-index

    7 publications

    288 citations

  2. The University of Sydney

    Sydney, Australia

    2 h-index

    4 publications

    129 citations

  3. Google (United States)

    Mountain View, United States

    2 h-index

    7 publications

    261 citations

  4. University of Technology Sydney

    Sydney, Australia

    2 h-index

    2 publications

    78 citations

  5. University of California, Berkeley

    Berkeley, United States

    2 h-index

    7 publications

    527 citations

  6. University of Algarve

    Faro, Portugal

    1 h-index

    1 publications

    37 citations

  7. De La Salle University

    Manila, Philippines

    1 h-index

    2 publications

    22 citations

  8. University of Pennsylvania

    Philadelphia, United States

    1 h-index

    3 publications

    747 citations

1–8 of 81

Venues

  1. arXiv (Cornell University)

    Repository · 5 publications · 197 citations

    5

    h-index

  2. Journal of Marketing Research

    3 publications · 219 citations

    3

    h-index

  3. IEEE Access

    2 publications · 193 citations

    2

    h-index

  4. Nucleic Acids Research

    1 publications · 154 citations

    1

    h-index

  5. Journal of Direct Marketing

    JDM · 1 publications · 34 citations

    1

    h-index

1–5