The E e t of Subsampling Rate on S 3 Bagging
نویسندگان
چکیده
منابع مشابه
Analyzing Bagging
Bagging is one of the most effective computationally intensive procedures to improve on unstable estimators or classifiers, useful especially for high dimensional data set problems. Here we formalize the notion of instability and derive theoretical results to analyze the variance reduction effect of bagging (or variants thereof) in mainly hard decision problems, which include estimation after t...
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