Figure 10.
The dependencies of the errors (the residual, the residual standard deviation, the absolute of residual, and the model uncertainty) of LASSO-MLPNet predictions on SNRg. The residual, the residual standard deviation, and the absolute of residual are obtained by calculating the estimations obtained by LASSO-MLPNet method (without dropout). The residual standard deviation is referred to as integrated uncertainty in this work. The model uncertainty is obtained by LASSO-MLPNet method (with dropout). The evaluation results of this experiment are calculated on test set 1 and test set 2.

The dependencies of the errors (the residual, the residual standard deviation, the absolute of residual, and the model uncertainty) of LASSO-MLPNet predictions on SNRg. The residual, the residual standard deviation, and the absolute of residual are obtained by calculating the estimations obtained by LASSO-MLPNet method (without dropout). The residual standard deviation is referred to as integrated uncertainty in this work. The model uncertainty is obtained by LASSO-MLPNet method (with dropout). The evaluation results of this experiment are calculated on test set 1 and test set 2.

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