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. 2019 Aug 12;9(43):24858–24874. doi: 10.1039/c9ra04927d

The results of parameter (spread and neurons) tuning in RBFNN architecture.

Model Spread Neurons Test set Training data
R 2 MSE RMSE MAE WI R 2 MSE RMSE MAE WI
RBF 7 125 0.821 0.136 0.368 0.269 0.9999907541 0.818 0.191 0.437 0.231 0.9999997597