Concepedia
Publication | Open Access
Random Forests
119.3K
Citations
16
References
2001
Year
Bagging Predictors
Leo Breiman
Machine Learning
1996
16.6K
Experiments with a new boosting algorithm
Yoav Freund, Robert E. Schapire
7.6K
The random subspace method for constructing decision forests
Tin Kam Ho
IEEE Transactions on Pattern Analysis and Machine Intelligence
EngineeringMachine LearningClassification MethodData ScienceData Mining +15
1998
6.7K
An Experimental Comparison of Three Methods for Constructing Ensembles of Decision Trees: Bagging, Boosting, and Randomization
Thomas G. Dietterich
EngineeringMachine LearningData ScienceData MiningMultiple Classifier System +10
2000
2.9K
An Empirical Comparison of Voting Classification Algorithms: Bagging, Boosting, and Variants
Eric Bauer, Ron Kohavi
1999
2.6K
Boosting the margin: a new explanation for the effectiveness of voting methods
Peter L. Bartlett, Yoav Freund, Wee Sun Lee, +1
The Annals of Statistics
EngineeringMachine LearningComputational Social ChoiceSupport Vector MachineClassification Method +16
2.3K
Shape Quantization and Recognition with Randomized Trees
Yali Amit, Donald Geman
Neural Computation
EngineeringMachine LearningFeature DetectionShape InvarianceStatistical Shape Analysis +17
1997
1.3K
Arcing classifier (with discussion and a rejoinder by the author)
Artificial IntelligenceEngineeringMachine LearningText MiningClassification Method +18
1.1K
An experimental comparison of three methods for constructing ensembles of decision trees: Bagging, Boosting, and Randomization
Ana I. González Acuña
2012
305
Randomizing Outputs to Increase Prediction Accuracy
273
Page 1