deepboost: Deep Boosting Ensemble Modeling

Provides deep boosting models training, evaluation, predicting and hyper parameter optimising using grid search and cross validation. Based on Google's Deep Boosting algorithm, and Google's C++ implementation. Cortes, C., Mohri, M., & Syed, U. (2014) <http://machinelearning.wustl.edu/mlpapers/papers/icml2014c2_cortesb14>.

AuthorDaniel Marcous [aut, cre], Yotam Sandbank [aut], Google Inc. [cph]
Date of publication2016-12-29 11:52:15
MaintainerDaniel Marcous <dmarcous@gmail.com>
LicenseApache License (== 2.0)
Version0.1.5
https://github.com/dmarcous/CRAN_deepboost

View on CRAN

Files in this package

deepboost
deepboost/tests
deepboost/tests/testthat.R
deepboost/tests/testthat
deepboost/tests/testthat/test_basic.R
deepboost/src
deepboost/src/deepboost_converters.h
deepboost/src/Makevars
deepboost/src/boost.h
deepboost/src/tree.cc
deepboost/src/deepboost_C.h
deepboost/src/deepboost_R.cpp
deepboost/src/deepboost_converters.cpp
deepboost/src/tree.h
deepboost/src/deepboost_C.cc
deepboost/src/boost.cc
deepboost/src/types.h
deepboost/src/Makevars.win
deepboost/src/RcppExports.cpp
deepboost/NAMESPACE
deepboost/demo
deepboost/demo/experiments.R
deepboost/demo/00Index
deepboost/demo/deepboostGrid.R
deepboost/data
deepboost/data/pima.rda
deepboost/data/magic.rda
deepboost/data/coli2000.rda
deepboost/data/bupa.rda
deepboost/data/australian.rda
deepboost/data/haberman.rda
deepboost/data/sonar.rda
deepboost/data/banana.rda
deepboost/data/adult.rda
deepboost/data/datalist
deepboost/data/heart.rda
deepboost/R
deepboost/R/deepboost-grid-search.R deepboost/R/RcppExports.R deepboost/R/deepboost-data.R deepboost/R/deepboost.R
deepboost/README.md
deepboost/MD5
deepboost/DESCRIPTION
deepboost/man
deepboost/man/haberman.Rd deepboost/man/Deepboost.Rd deepboost/man/Deepboost-class.Rd deepboost/man/deepboost.evaluate.Rd deepboost/man/magic.Rd deepboost/man/predict-Deepboost-method.Rd deepboost/man/deepboost.train.Rd deepboost/man/pima.Rd deepboost/man/deepboost.print.Rd deepboost/man/coli2000.Rd deepboost/man/deepboost.default.Rd deepboost/man/australian.Rd deepboost/man/banana.Rd deepboost/man/sonar.Rd deepboost/man/deepboost.formula.Rd deepboost/man/adult.Rd deepboost/man/show-Deepboost-method.Rd deepboost/man/deepboost.predict.Rd deepboost/man/deepboost.gridSearch.Rd deepboost/man/bupa.Rd deepboost/man/heart.Rd

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