Classes and Methods for Training and Using Binary Prediction Models

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Documentation for package ‘Modeler’ version 3.4.5

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

filterIQR	Feature Filtering
filterMax	Feature Filtering
filterMean	Feature Filtering
filterMedian	Feature Filtering
filterMin	Feature Filtering
filterRange	Feature Filtering
filterSD	Feature Filtering
FittedModel	Creating FittedModel objects
FittedModel-class	Class "FittedModel"
fsChisquared	Feature Selection
fsEntropy	Feature Selection
fsFisherRandomForest	Feature Selection
fsMedSplitOddsRatio	Feature Selection
fsModifiedFisher	Feature Selection
fsPearson	Feature Selection
fsSpearman	Feature Selection
fsTailRank	Feature Selection
fsTtest	Feature Selection
keepAll	Feature Selection
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
learnNNET2	Fit models and make predictions with a multi-level neural network 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
modelerNNET2	Fit models and make predictions with a multi-level neural network 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
predictNNET2	Fit models and make predictions with a multi-level neural network 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