Package: hybridEnsemble
Type: Package
Title: Build, deploy and evaluate a Hybrid Ensemble
Version: 0.1.0
Date: 2013-12-18
Imports:
        randomForest,kernelFactory,ada,rpart,ROCR,nnet,e1071,NMOF,GenSA,Rmalschains,pso,AUC,soma,genalg,reportr,nnls,quadprog,tabuSearch,glmnet
Author: Michel Ballings, Dauwe Vercamer, and Dirk Van den Poel
Maintainer: Michel Ballings <Michel.Ballings@GMail.com>
Description: This package contains functions to build and deploy an ensemble
    consisting of six different sub-ensembles: Bagged Logistic Regressions,
    Random Forest, Stochastic AdaBoost, Kernel Factory, Bagged Neural Networks,
    Bagged Support Vector Machines. Functions to cross-validate the Hybrid
    Ensemble and plot and summarize the results are also provided. There is
    also a function to assess the importance of the predictors.
License: GPL (>= 2)
Collate: 'auxiliary.R' 'CVhybridEnsemble.R' 'hybridEnsemble.R'
        'hybridEnsembleNews.R' 'importance.hybridEnsemble.R'
        'plot.CVhybridEnsemble.R' 'predict.hybridEnsemble.R'
        'summary.CVhybridEnsemble.R' 'zzz.R'
Packaged: 2013-12-19 12:29:23 UTC; mballing
NeedsCompilation: no
Repository: CRAN
Date/Publication: 2013-12-19 15:14:32
