SGB-ELM: An Advanced Stochastic Gradient Boosting-Based Ensemble Scheme for Extreme Learning Machine

Figure 3

The training and testing RMSE/accuracy of SGB-ELM with regard to the number of iterations in comparison with Adaboost method.

(a) On the Mortgage dataset (regression)

(b) On the Segmentation dataset (classification)