Research Article
SGB-ELM: An Advanced Stochastic Gradient Boosting-Based Ensemble Scheme for Extreme Learning Machine
Input: | –– Heuristic item for the optimal output weights; | –– The hidden-layer output matrix; | –– Regularization factor, ; | –– First order gradient statistics; | –– Second order gradient statistics; | Let ; | Let ; | for to do | for to do | | | end for | end for | Output: | The optimal output weights |
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