Classes and methods for training and using binary prediction models


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Documentation for package ‘Modeler’ version 2.2.1

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Modeler-package Model for classification and regression
FittedModel Creating FittedModel objects
FittedModel-class Class "FittedModel"
learn Learning models from data
learnCCP Fit models and make predictions with a PCA-LR classifier
learnKNN Fit models and make predictions with a KNN classifier
learnLR Fit models and make predictions with a logistic regression classifier
learnNNET Fit models and make predictions with a PCA-LR classifier
learnPCALR Fit models and make predictions with a PCA-LR classifier
learnRF Fit models and make predictions with a PCA-LR classifier
learnRPART Fit models and make predictions with a PCA-LR classifier
learnSelectedLR Fit models and make predictions with a PCA-LR classifier
learnSVM Fit models and make predictions with a PCA-LR classifier
learnTailRank Fit models and make predictions with a PCA-LR classifier
Modeler Constructor for "Modeler" objects
Modeler-class Class "Modeler"
modeler3NN Fit models and make predictions with a KNN classifier
modeler5NN Fit models and make predictions with a KNN classifier
modelerCCP Fit models and make predictions with a PCA-LR classifier
modelerLR Fit models and make predictions with a logistic regression classifier
modelerNNET Fit models and make predictions with a PCA-LR classifier
modelerPCALR Fit models and make predictions with a PCA-LR classifier
modelerRF Fit models and make predictions with a PCA-LR classifier
modelerRPART Fit models and make predictions with a PCA-LR classifier
modelerSelectedLR Fit models and make predictions with a PCA-LR classifier
modelerSVM Fit models and make predictions with a PCA-LR classifier
modelerTailRank Fit models and make predictions with a PCA-LR classifier
predict-method Class "FittedModel"
predictCCP Fit models and make predictions with a PCA-LR classifier
predictKNN Fit models and make predictions with a KNN classifier
predictLR Fit models and make predictions with a logistic regression classifier
predictNNET Fit models and make predictions with a PCA-LR classifier
predictPCALR Fit models and make predictions with a PCA-LR classifier
predictRF Fit models and make predictions with a PCA-LR classifier
predictRPART Fit models and make predictions with a PCA-LR classifier
predictSelectedLR Fit models and make predictions with a PCA-LR classifier
predictSVM Fit models and make predictions with a PCA-LR classifier
predictTailRank Fit models and make predictions with a PCA-LR classifier