403. Predicting pig digestibility coefficients with microbial and genomic data using machine learning prediction algorithms

¹GenPhySE, Université de Toulouse, INRAE, ENVT, Castanet Tolosan, France.
^*Corresponding author: celine.carillier-jacquin@inrae.fr

¹GenPhySE, Université de Toulouse, INRAE, ENVT, Castanet Tolosan, France.
²France Génétique Porc, 35651 Le Rheu, France.

³Animal Breeding and Genetics Program, Institute of Agriculture and Food Research and Technology (IRTA), Barcelona, Spain.

²France Génétique Porc, 35651 Le Rheu, France.
⁴IFIP-Institut du Porc, 35650 Le Rheu, France.

⁵CIRAD, BIOS, UMR AGAP, Montpellier, France.

¹GenPhySE, Université de Toulouse, INRAE, ENVT, Castanet Tolosan, France.

Published Online: February 09, 2023

	Déru V., Bouquet A., Labussière E., Ganier P., Blanchet B. et al. (2021a) J Animal Breed Genet 138 :246-58. Déru V., Bouquet A., Zemb O., Blanchet B., De Almeida M.L. et al. (2021b) Preprint bioRxiv. Google Scholar
	Déru V., Tiezzi F., Carillier-Jacquin C., Blanchet B., Cauquil L. et al. (2021c) Proc. of the 72^nd EAAP, Davos, Switzerland. Google Scholar
	Friedman J., Hastie T., and Tibshirani R. (2010) J. Stat. Softw. 33:1. Google Scholar
	Jacquin L., Cao T.V., Ahmadi N. (2016) Front Genet, 7,145. Google Scholar
	Karatzoglou A., Smola A., Hornik K., Zeileis A. (2004) J. Stat. Softw. 11, 1–20. Google Scholar
	Maltecca C., Lu D., Schillebeeckx C., McNulty N.P., Schwab C., et al. (2019). Sci Rep 9, 6574. Google Scholar
	Meuwissen T., Hayes B.J., Goddard M. (2001) Genetics 157: 1819–1829 Google Scholar
	Revelle W. (2021). psych: Procedures for Psychological, Psychometric, and Personality Research. Available at: https://CRAN.R-project.org/package=psych. Google Scholar
	Wang X., Miao J., Chang T., Xia J., An B., et al. (2019) PLoS ONE 14(2). Google Scholar
	Zhu S., Guo T., Yuan C., Liu J., Li J., et al. (2021) G3, 11(11). Google Scholar

Proceedings of 12th World Congress on Genetics Applied to Livestock Production (WCGALP)