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Boosting (machine learning)
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==Further reading== * {{cite journal |first1=Yoav |last1=Freund |first2=Robert E. |last2=Schapire |date=1997 |url=https://www.cse.ucsd.edu/~yfreund/papers/adaboost.pdf |title=A Decision-Theoretic Generalization of On-line Learning and an Application to Boosting |journal=Journal of Computer and System Sciences |volume=55 |number=1 |pages=119β139|doi=10.1006/jcss.1997.1504 }} * {{cite journal |first=Robert E. |last=Schapire |title=The strength of weak learnability |journal=Machine Learning |volume=5 |number=2 |pages=197β227 |date=1990 |doi=10.1007/BF00116037 |s2cid=6207294 |url=http://citeseer.ist.psu.edu/schapire90strength.html|doi-access=free }} * {{cite journal |first1=Robert E. |last1=Schapire |first2=Yoram |last2=Singer |date=1999 |url=http://citeseer.ist.psu.edu/schapire99improved.html |title=Improved Boosting Algorithms Using Confidence-Rated Predictors |journal=Machine Learning |volume=37 |number=3 |pages=297β336|doi=10.1023/A:1007614523901 |s2cid=2329907 |doi-access=free }} * {{cite journal | url = http://cs.nju.edu.cn/zhouzh/zhouzh.files/publication/colt08.pdf | title = On the margin explanation of boosting algorithm. | first = Zhihua | last = Zhou | journal = In: Proceedings of the 21st Annual Conference on Learning Theory (COLT'08) | pages = 479β490 | year = 2008 }} * {{cite journal | url = http://cs.nju.edu.cn/zhouzh/zhouzh.files/publication/aij13marginbound.pdf | title = On the doubt about margin explanation of boosting. | first = Zhihua | last = Zhou | journal = Artificial Intelligence | volume = 203 | pages = 1β18 | year = 2013 | doi = 10.1016/j.artint.2013.07.002 | arxiv = 1009.3613 | s2cid = 2828847 }}
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