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Wikipedia definition
1. BoostingBoosting is a machine learning meta-algorithm for performing supervised learning. Boosting is based on the question posed by Kearns: can a set of weak learners create a single strong learner? A weak learner is defined to be a classifier which is only slightly correlated with the true classification (it can label examples better than random guessing). In contrast, a strong learner is a classifier that is arbitrarily well-correlated with the true classification.
Read “Boosting” on English Wikipedia
Read “ブースティング” on Japanese Wikipedia
Read “Boosting” on DBpedia

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