(Q115707260)

English

Random Forests

scholarly article by Leo Breiman published in 2001

Random Forests.

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scholarly article

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Random Forests (English)

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Leo Breiman

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publication date

2001

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Machine Learning

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45

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5-32

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1

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WikiProject Mathematics

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https://scigraph.springernature.com/pub.10.1023/a:1010933404324

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Shape Quantization and Recognition with Randomized Trees

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An Empirical Comparison of Voting Classification Algorithms: Bagging, Boosting, and Variants

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Bagging predictors

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Randomizing Outputs to Increase Prediction Accuracy

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An Experimental Comparison of Three Methods for Constructing Ensembles of Decision Trees: Bagging, Boosting, and Randomization

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Experiments with a new boosting algorithm

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Boosting in the limit: Maximizing the margin of learned ensembles

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The random subspace method for constructing decision forests

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On the algorithmic implementation of stochastic discrimination

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Boosting the margin: a new explanation for the effectiveness of voting methods

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An Efficient Method To Estimate Bagging's Generalization Error

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Identifiers

10.1023/A:1010933404324

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2001MachL..45....5B

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DBLP publication ID

journals/ml/Breiman01

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