Concepedia

Training Population Sampling

Training Population Sampling is a methodological construct in machine learning that specifies the systematic selection of instances from a target domain to form a representative training population, distinguishing itself from related sampling techniques by its focus on optimizing model generalization through strategic instance inclusion.

17

Publications

677

Citations

68

Authors

52

Institutions

Publications per year

2017–2026

7

Parents

Publications

17

Optimal Design of Preliminary Yield Trials with Genome‐Wide Markers

Jeffrey B. Endelman, G. N. Atlin, Yoseph Beyene et al. · Crop Science · 2013 · 149 citations · Full text

, , +11

Stress fractures in the lower extremities of soldiers in basic training.

S Pester, Paul Smith · PubMed · 1992 · 104 citations

, , +14

Optimizing Training Population Data and Validation of Genomic Selection for Economic Traits in Soft Winter Wheat

Amber Hoffstetter, Antonio Cabrera, Mao Fang Huang et al. · G3 Genes Genomes Genetics · 2016 · 69 citations · Full text

, , +17

Internal validation of risk models in lung resection surgery: Bootstrap versus training-and-test sampling

Alessandro Brunelli, Gaetano Rocco · Journal of Thoracic and Cardiovascular Surgery · 2006 · 69 citations · Full text

, , +13

Impact of selective genotyping in the training population on accuracy and bias of genomic selection

Yusheng Zhao, Manje Gowda, Friedrich Longin et al. · Theoretical and Applied Genetics · 2012 · 57 citations

, , +13

1–5 of 17

Authors

68

  1. ME
    Mark E. Sorrells

    Cornell University, United States

    1 publications · 149 citations

    1

    h-index

  2. AP
    Andrey Parasich

    1 publications · 12 citations

    1

    h-index

  3. BJ
    Brian J. Ross

    Brock University, Canada

    1 publications · 12 citations

    1

    h-index

  4. FR
    Frances R. Thistlethwaite

    Scion, New Zealand

    1 publications · 37 citations

    1

    h-index

  5. BR
    Blaise Ratcliffe

    University of British Columbia, Canada

    1 publications · 37 citations

    1

    h-index

1–5 of 68

Institutions

52

  1. Grand Valley State University

    Allendale, United States

    1 h-index

    1 publications

    14 citations

  2. Guru Gobind Singh Indraprastha University

    Delhi, India

    1 h-index

    3 publications

    33 citations

  3. Boston Children's Hospital

    Boston, United States

    1 h-index

    1 publications

    23 citations

  4. Korea University

    Seoul, South Korea

    1 h-index

    1 publications

    12 citations

  5. Johannes Gutenberg University Mainz

    Mainz, Germany

    1 h-index

    3 publications

    42 citations

  6. University of Manchester

    Manchester, United Kingdom

    1 h-index

    2 publications

    54 citations

  7. Czech University of Life Sciences Prague

    Prague, Czechia

    1 h-index

    1 publications

    37 citations

  8. Centro Internacional de Mejoramiento de Maíz Y Trigo

    Texcoco, Mexico

    1 h-index

    1 publications

    149 citations

1–8 of 52

Venues

  1. Pattern Recognition

    2 publications · 22 citations

    2

    h-index

  2. Heredity

    1 publications · 37 citations

    1

    h-index

  3. Theoretical and Applied Genetics

    1 publications · 57 citations

    1

    h-index

  4. Crop Science

    1 publications · 149 citations

    1

    h-index

  5. G3 Genes Genomes Genetics

    1 publications · 69 citations

    1

    h-index

1–5