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[工学]Additive Logistic Regression a Statistical View of Boosting.pdf
- [工学]Additive Logistic Regression a Statistical View of Boosting
the annals of statistics 2000, vol. 28, no. 2, 337–407
special invited paper
additive logistic regression: a statistical view of boosting by jerome friedman,1 trevor hastie2 robert tibshirani2 4 stanford university
boosting is one of the most important recent developments in classification methodology. boosting works by sequentially applying a classification algorithm to reweighted versions of the training data and then taking a weighted majority vote of the sequence of classifiers thus produced. for many classification algorithms, this simple strategy results in dramatic improvements in performance. we show that this seemingly mysterious phenomenon can be understood in terms of well-known statistical principles, namely additive modeling and maximum likelihood. for the two-class problem, boosting can be viewed as an approximation to additive modeling on the logistic scale using maximum bernoulli li
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Bagging & Boosting.ppt
- 给定一个弱学习算法,和一个训练集;; 单个弱学习算法准确率不高;; 将该学习算法使用多次,得出预测函数序列,进行投票;; 最后结果准确率将得到提高. Bagging. 算法: ...
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Boosting方法分享.pdf
- 我们有了AdaBoost，有了Boosting Trees，它们背后隐藏这什么秘密？它们适用于什么问题？我们应当如何更好的应用它们提升我们的算法速度和精度？
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Boosting-Based_Frameworks.pdf
- Boosting-Based_FrameworksBoosting-Based_FrameworksBoosting-Based_Frameworks
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An Introduction to Boosting.pdf
- 一篇关于Boosting算法介绍最权威的文章
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Boosting for Regression Transfer.pdf
- Twenty-SeventhInternational Conference MachineLearning (ICML 10),Haifa, Israel, June 2010.Boosting R
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Boosting Partial Least Squares.pdf
- BoostingPartial Least SquaresM. H. Zhang,†Q. S. Xu,‡and D. L. Massart*,†ChemoAC, Department Biomedic
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Boosting and Differential Privacy.pdf
- Boosting and Differential Privacy
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ML-6 Boosting学习算法.ppt
- 工程智能算法讲义
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The CMOS Gain-Boosting Technique.pdf
- 做运放的人，必须看的一篇论文，最后将其翻译成中文！
特别是对于初学者，非常有好处！
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向豆丁求助：有没有boosting?
