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

Figure 1

The training and testing performance of ELM, simple ensemble, Bagging, Adaboost.R2, and SGB-ELM during 50 trials on the Friedman dataset.