Title:
Extreme-Learning-Machine
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Description: Extreme Learning Machine regression and classification, introduce a new algorithm for SLFN- Extreme Learning Machine (Extreme Learning Machine, ELM), the algorithm randomly generated input layer and hidden layer connection weights between the hidden layer and dollar threshold, and no adjustment in the training process, only need to set the number of hidden layer neurons, they can obtain a unique optimal solution. Compared with traditional training methods, this method has fast learning and good generalization performance.
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File list (Check if you may need any files):
Extreme Learning Machine\elmpredict.m
........................\elmtrain.m
........................\iris_data.mat
........................\main.m
........................\spectra_data.mat
........................\极限学习机的回归拟合及分类.docx
Extreme Learning Machine
