2023 article

Benchmarking of Artificial Neural Network Models for Genomic Prediction of Quantitative Traits in Pigs

Wang, J., Maltecca, C., Tiezzi, F., Huang, Y., & Jiang, J. (2023, November 6). JOURNAL OF ANIMAL SCIENCE, Vol. 101, pp. 17–18.

author keywords: artificial neural network; genomic prediction; swine
TL;DR: It is found ANN with up to three layers could not improve genomic predictions compared with routine linear methods for pig quantitative traits, and hyper-parameter tuning is critical for improving the genomic prediction accuracy in pigs. (via Semantic Scholar)
Source: Web Of Science
Added: December 11, 2023