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Analysis of a random forests model
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2012
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EngineeringMachine LearningRandom Forests ModelData ScienceData MiningPattern RecognitionDecision TreeManagementDecision Tree LearningMultiple Classifier SystemStatisticsData ModelingPredictive AnalyticsKnowledge DiscoveryLeo BreimanRandom ForestsClassifier SystemDecision TreesEnsemble Algorithm
Random forests are a scheme proposed by Leo Breiman in the 2000's for building a predictor ensemble with a set of decision trees that grow in randomly selected subspaces of data. Despite growing in...