SOTAVerified

Applying Machine Learning To Maize Traits Prediction

2018-08-20Code Available0· sign in to hype

Binbin Shi, Xupeng Chen

Code Available — Be the first to reproduce this paper.

Reproduce

Code

Abstract

Heterosis is the improved or increased function of any biological quality in a hybrid offspring. We have studied yet the largest maize SNP dataset for traits prediction. We develop linear and non-linear models which consider relationships between different hybrids as well as other effect. Specially designed model proved to be efficient and robust in prediction maize's traits.

Tasks

Reproductions