Optimal Trees Ensembles for Regression, Classification and Class Membership Probability Estimation


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Documentation for package ‘OTE’ version 1.0

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Body Exploring Relationships in Body Dimensions
Galaxy Radial Velocity of Galaxy NGC7531
OTClass Train the ensemble of optimal trees for classification.
OTE Optimal Trees Ensembles for Regression, Classification and Class Membership Probability Estimation
OTProb Train the ensemble of optimal trees for class member ship probability estimation.
OTReg Train the ensemble of optimal trees for regression.
Predict.OTClass Prediction function for the object returned by 'OTClass'
Predict.OTProb Prediction function for the object returned by 'OTProb'
Predict.OTReg Prediction function for the object returned by 'OTReg'