Title: Applying Machine Learning To Maize Traits Prediction,
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.