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AdaBoost 1 Classification 1 Decision tree 1 Genetic algorithm 1 Predictive modeling 1 Weak classifier 1
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Gray, J. 1 Oh, Dong-Yop 1
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Computational Statistics 1
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GA-Ensemble: a genetic algorithm for robust ensembles
Oh, Dong-Yop; Gray, J. - In: Computational Statistics 28 (2013) 5, pp. 2333-2347
Many simple and complex methods have been developed to solve the classification problem. Boosting is one of the best known techniques for improving the accuracy of classifiers. However, boosting is prone to overfitting with noisy data and the final model is difficult to interpret. Some boosting...
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