Boosting techniques for prediction of dry matter intake of cattle in confinement settings and SHAP analysis on the models' output

被引：0
|
作者：
ArunKumar, K. E. [1 ]
Blake, Nathan [1 ]
Walker, Matthew [1 ]
Holaskova, Ida [1 ]
Mata-Padrino, Domingo [1 ]
Wilson, Matthew E. [2 ]
机构：
[1] West Virginia Univ, Morgantown, WV USA
[2] West Virginia Univ, Davis Coll, Morgantown, WV USA
来源：
JOURNAL OF ANIMAL SCIENCE | 2024年 / 102卷
关键词：
boosting; dry matter intake; SHAP analysis;
D O I：
暂无
中图分类号：
S8 [畜牧、 动物医学、狩猎、蚕、蜂];
学科分类号：
0905 ;
摘要：
PSX-22
引用
收藏
页码：748 / 749
页数：2
相关论文
共 32 条
  • [1] Boosting techniques for prediction of dry matter intake of cattle in confinement settings and SHAP analysis on the models' output
    ArunKumar, K. E.
    Blake, Nathan
    Walker, Matthew
    Holaskova, Ida
    Mata-Padrino, Domingo
    Wilson, Matthew E.
    JOURNAL OF ANIMAL SCIENCE, 2024, 102
  • [2] Prediction of individual grazing beef cattle dry matter intake
    Blake, Nathan
    Walker, Matthew
    ArunKumar, K. E.
    Mata-Padrino, Domingo
    Holaskova, Ida
    Wilson, Matthew E.
    JOURNAL OF ANIMAL SCIENCE, 2024, 102 : 344 - 345
  • [3] Prediction of individual grazing beef cattle dry matter intake
    Blake, Nathan
    Walker, Matthew
    ArunKumar, K. E.
    Mata-Padrino, Domingo
    Holaskova, Ida
    Wilson, Matthew E.
    JOURNAL OF ANIMAL SCIENCE, 2024, 102 : 344 - 344
  • [4] Dry matter intake of dairy cattle: Prediction, performance and profit
    Roseler, DK
    TRI-STATE DAIRY NUTRITION CONFERENCE, PROCEEDINGS, 1998, : 97 - 120
  • [5] Comparison of techniques for estimation of forage dry matter intake by grazing beef cattle
    Undi, M.
    Wilson, C.
    Ominski, K. H.
    Wittenberg, K. M.
    CANADIAN JOURNAL OF ANIMAL SCIENCE, 2008, 88 (04) : 693 - 701
  • [6] Evaluating the prediction of dry matter intake and average daily gain in backgrounding cattle
    Whetsell, M. S.
    Rayburn, E. B.
    Neel, J. P. S.
    Fontenot, J. P.
    Clapham, W. M.
    JOURNAL OF ANIMAL SCIENCE, 2005, 83 : 49 - 49
  • [7] Evaluating the prediction of dry matter intake and average daily gain in backgrounding cattle
    Whetsell, M. S.
    Rayburn, E. B.
    Neel, J. P. S.
    Fontenot, J. P.
    Clapham, W. M.
    JOURNAL OF DAIRY SCIENCE, 2005, 88 : 49 - 49
  • [8] Prediction of dry matter intake by feedlot beef cattle under tropical conditions
    da Silva, H. M.
    Donadia, A. B.
    Moreno, L. F.
    de Oliveira, A. S.
    Moraes, E. H. B. K.
    Moraes, K. A. K.
    ANIMAL PRODUCTION SCIENCE, 2021, 61 (08) : 800 - 806
  • [9] A data analysis on the effect of acetic acid on dry matter intake in dairy cattle
    Gerlach, Katrin
    Daniel, Joao Luiz Pratti
    Jobim, Cloves Cabreira
    Nussio, Luiz Gustavo
    ANIMAL FEED SCIENCE AND TECHNOLOGY, 2021, 272
  • [10] PREDICTION OF VOLUNTARY DRY-MATTER INTAKE, DIGESTIBLE DRY-MATTER INTAKE AND GROWTH-RATE OF CATTLE FROM THE DEGRADATION CHARACTERISTICS OF TROPICAL FOODS
    SHEM, MN
    ORSKOV, ER
    KIMAMBO, AE
    ANIMAL SCIENCE, 1995, 60 : 65 - 74
1234