Article
Prediction of maize single-cross hybrid performance: support vector machine regression versus best linear prediction.
TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik - 1 Jan 2010
Maenhout Steven, De Baets Bernard, Haesaert Geert
Abstract excerpt
Accurate prediction of the phenotypic performance of a hybrid plant based on the molecular fingerprints of its parents should lead to a more cost-effective breeding programme as it allows to reduce the number of expensive field evaluations. The construction of a reliable prediction model requires a representative sample of hybrids for which both molecular and phenotypic information are accessible. This phenotypic...
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