DNNGP, a deep neural network-based method for genomic prediction using multi-omics data in plants

No free lunch theorems for optimization

David H. Wolpert, William G. Macready · IEEE Transactions on Evolutionary Computation · 1997 · 13.9K citations

Computing, Computer Science, Mathematics +12

LightGBM: A Highly Efficient Gradient Boosting Decision Tree

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Prediction of Total Genetic Value Using Genome-Wide Dense Marker Maps

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Life Sciences, Genetics, Molecular Genetics +17

Random search for hyper-parameter optimization

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Natural Sciences, Computer Science, Algorithms +8

Efficient Methods to Compute Genomic Predictions

P.M. VanRaden · Journal of Dairy Science · 2008 · 6.3K citations · Full text

Life Sciences, Bioinformatics, Genetics +12