Table 3 Prediction performance in terms of root mean square error of prediction (RMSE) of the four models (MLP_20, LR, MLP_1, RT) reported by Khaki and Wang (2019); A) in a maize dataset. MPL_20 denotes the MLP model with 20 hidden layers, and MPL_1 denotes the MLP model with 1 hidden layer. Prediction performance in terms of Pearson’s correlation of 6 species across traits evaluated with 11 methods (Azodi et al., 2019); B). SVR denotes support vector regression. SVR_lin denotes SVR with linear kernel, SVR_poly denotes SVR with polynomial kernel, SVR_rbf denotes SVR with kernel Radial Basis Function

From: A review of deep learning applications for genomic selection