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Genomic selection (GS) involves estimating breeding values using molecular markers spanning the entire genome. Accurate prediction of genomic breeding values (GEBVs) presents a central challenge to contemporary plant and animal breeders. The existence of a wide array of marker-based approaches fo...


Ogutu, Joseph O.Piepho, Hans-PeterSchulz-Streeck, T.[A comparison of random forests, boosting and support vector machines for genomic selection]A comparison of random forests, boosting and support vector machines for genomic selection

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