Bagging Predictors (1996)

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by Leo Breiman , Leo Breiman
Venue:Machine Learning
Citations:2476 - 1 self

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Bagging Predictors – Leo Bbeiman, Ross Quinlan
107 Wrappers For Performance Enhancement And Oblivious Decision Graphs – Ron Kohavi, Yoav Shoham, Jerry Friedman - 1995
251 A System for Induction of Oblique Decision Trees – Sreerama K. Murthy, Simon Kasif, Steven Salzberg - 1994
539 An Empirical Comparison of Voting Classification Algorithms: Bagging, Boosting, and Variants – Eric Bauer, Ron Kohavi - 1999
749 A Study of Cross-Validation and Bootstrap for Accuracy Estimation and Model Selection – Ron Kohavi - 1995
2 A new approach to fitting linear models in high dimensional spaces – Yong Wang - 2000
Why Error-Correcting Output Coding Works – Eun Bae Kong, Thomas G. Dietterich - 1994
79 Issues in Stacked Generalization – Kai Ming Ting, Ian H. Witten - 1999
146 Automatic Construction of Decision Trees from Data: A Multi-Disciplinary Survey – Sreerama K. Murthy - 1997
4 Effective and Efficient Pruning of Meta-Classifiers in a Distributed Data Mining System – Andreas L. Prodromidis, Salvatore J. Stolfo, Philip K. Chan - 1999
4 On the Development of Inductive Learning Algorithms: Generating Flexible and Adaptable Concept Representations – Ricardo Vilalta - 1998
25 Small Sample Statistics for Classification Error Rates I: Error Rate Measurements – J. Kent Martin, D. S. Hirschberg - 1996
Advanced data exploration methods based on Self-Organizing Maps – Georg Pölzlbauer - 2008
47 Machine Learning Bias, Statistical Bias, and Statistical Variance of Decision Tree Algorithms – Thomas Dietterich, Eun Bae Kong - 1995
112 Flexible Discriminant Analysis by Optimal Scoring – Trevor Hastie, Robert Tibshirani, Andreas Buja - 1993
44 An Extensible Meta-Learning Approach for Scalable and Accurate Inductive Learning – Philip Kin-Wah Chan - 1996
76 Joint Induction of Shape Features and Tree Classifiers – Donald Geman, Yali Amit, Ken Wilder - 1997
3 Predicting High-Risk Cholesterol Levels – Alan M. Garber, Richard A. Olshen, Heping Zhang, E.S. Venkatraman - 1994
40 Support vector machine for multiclass classification – Eddy Mayoraz, Ethem Alpaydın - 1999