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09_​Random_​Forest

Workflow

Training a Decision Tree
classificationmachine learningpredictionanalyticsKNIMEdecision treedata scienceC4.5CARTrandom forestbaggingensemble models
Decision Tree and Random Forest of Decision TreesTraining a decision tree and training a random forest of decision trees.Adult.csv dataset describes US census information. Output class is sex. One decision tree to predict feature sex on the adult dataset A random forest of 50 decision trees to predict feature sex on the adultdataset Optional Export into PMML 80% for training 20 % for testing1 dec treemin. node size = 250 dec treesmin node size = 2Read the dataset Partitioning DecisionTree Learner Decision TreePredictor Decision Tree View Random ForestLearner Random ForestPredictor Scorer (JavaScript) Scorer (JavaScript) File Reader Tree EnsembleModel Extract Table to PMMLEnsemble Tree EnsembleStatistics Decision Tree and Random Forest of Decision TreesTraining a decision tree and training a random forest of decision trees.Adult.csv dataset describes US census information. Output class is sex. One decision tree to predict feature sex on the adult dataset A random forest of 50 decision trees to predict feature sex on the adultdataset Optional Export into PMML 80% for training 20 % for testing1 dec treemin. node size = 250 dec treesmin node size = 2Read the dataset Partitioning DecisionTree Learner Decision TreePredictor Decision Tree View Random ForestLearner Random ForestPredictor Scorer (JavaScript) Scorer (JavaScript) File Reader Tree EnsembleModel Extract Table to PMMLEnsemble Tree EnsembleStatistics

Download

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Nodes

09_​Random_​Forest consists of the following 12 nodes(s):

Plugins

09_​Random_​Forest contains nodes provided by the following 5 plugin(s):