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Ensemble nonparametric variable selection method

Published in The Korean Data Analysis Society • Apr 26, 2023
Authors:
The Korean Data Analysis Society
,
WoongSeob Shin
,
HyungJun Cho

Abstract

Ensemble techniques are a method of generalizing multiple individual models to one optimal model, showing high predictive performance. It has the advantage of being available in both regression and classification problems, but it has the disadvantage that it is difficult to interpret the model due t...

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