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

Results of the training method for the MLP structure.

Activation function Training function Structure Test set Training data
R 2 MSE RMSE MAE WI R 2 MSE RMSE MAE WI
logsig–logsig–purelin LM 4-10-10-1 0.96 0.036 0.19 0.097 0.9999984204 0.987 0.014 0.118 0.075 0.9999999967