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In this review, we will introduce the audience to the notion of boosting, which has become one of the most successful techniques in machine learning and statistical modeling today. We will review its ...historical origin in computational learning theory, as well as more recent developments that relate it to other notions in statistics (e.g. gradient boosting), and discuss some recent theoretical developments. We will also touch upon its wide usage and successes in practical applications.続きを見る
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