Modeler: Classes and Methods for Training and Using Binary Prediction Models

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The Modeler package defines classes and methods to learn models and use them to predict binary outcomes. These are generic tools, but also include specific examples for some common classifiers.

Author
Kevin R. Coombes
Date of publication
2016-06-27 18:41:31
Maintainer
Kevin R. Coombes <krc@silicovore.com>
License
Apache License (== 2.0)
Version
3.4.0
URLs

View on R-Forge

Man pages

filters
Feature Filtering
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...
learnNNET
Fit models and make predictions with a PCA-LR classifier
learnNNET2
Fit models and make predictions with a multi-level neural...
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
learnSVN
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"
Modeler-package
Model for classification and regression
pruners
Feature Selection

Files in this package

Modeler/DESCRIPTION
Modeler/NAMESPACE
Modeler/NEWS
Modeler/R
Modeler/R/m00-filter.R
Modeler/R/m00-pruner.R
Modeler/R/m01-Model.R
Modeler/R/m02-FittedModel.R
Modeler/R/m03-predictors.R
Modeler/R/m05-RPART.R
Modeler/R/m06-TailRank.R
Modeler/R/m07-KNN.R
Modeler/R/m08-CCP.R
Modeler/R/m09-SVN.R
Modeler/R/m10-RF.R
Modeler/R/m11-NNET.R
Modeler/R/m12-nnet2.R
Modeler/TODO
Modeler/build
Modeler/build/vignette.rds
Modeler/inst
Modeler/inst/doc
Modeler/inst/doc/Modeler.R
Modeler/inst/doc/Modeler.Rnw
Modeler/inst/doc/Modeler.pdf
Modeler/inst/moreModels
Modeler/inst/moreModels/design.txt
Modeler/inst/moreModels/models.R
Modeler/man
Modeler/man/FittedModel-class.Rd
Modeler/man/FittedModel.Rd
Modeler/man/Modeler-class.Rd
Modeler/man/Modeler-package.Rd
Modeler/man/Modeler.Rd
Modeler/man/filters.Rd
Modeler/man/learn.Rd
Modeler/man/learnCCP.Rd
Modeler/man/learnKNN.Rd
Modeler/man/learnLR.Rd
Modeler/man/learnNNET.Rd
Modeler/man/learnNNET2.Rd
Modeler/man/learnPCALR.Rd
Modeler/man/learnRF.Rd
Modeler/man/learnRPART.Rd
Modeler/man/learnSVN.Rd
Modeler/man/learnSelectedLR.Rd
Modeler/man/learnTailRank.Rd
Modeler/man/pruners.Rd
Modeler/tests
Modeler/tests/t00-filter.R
Modeler/tests/t00-filter.Rout.save
Modeler/tests/t00-pruner.R
Modeler/tests/t00-pruner.Rout.save
Modeler/vignettes
Modeler/vignettes/Modeler.Rnw