fastAdaboost: a Fast Implementation of Adaboost

Implements Adaboost based on C++ backend code. This is blazingly fast and especially useful for large, in memory data sets. The package uses decision trees as weak classifiers. Once the classifiers have been trained, they can be used to predict new data. Currently, we support only binary classification tasks. The package implements the Adaboost.M1 algorithm and the real Adaboost(SAMME.R) algorithm.

AuthorSourav Chatterjee [aut, cre]
Date of publication2016-02-28 09:59:32
MaintainerSourav Chatterjee <souravc83@gmail.com>
LicenseMIT + file LICENSE
Version1.0.0
https://github.com/souravc83/fastAdaboost

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Files in this package

fastAdaboost
fastAdaboost/tests
fastAdaboost/tests/testthat.R
fastAdaboost/tests/testthat
fastAdaboost/tests/testthat/test-iris.R
fastAdaboost/tests/testthat/test-misc-mass-data.R
fastAdaboost/tests/testthat/test-adaboost_m1.R
fastAdaboost/tests/testthat/test-real-adaboost.R
fastAdaboost/tests/testthat/test-bacteria_data.R
fastAdaboost/tests/testthat/test-predict.adaboost_m1.R
fastAdaboost/tests/testthat/test-call_rpart.R
fastAdaboost/tests/testthat/test-predict-real-adaboost.R
fastAdaboost/src
fastAdaboost/src/calculate_test_error.cpp
fastAdaboost/src/predict_adaboost.cpp
fastAdaboost/src/adaboost_main.cpp
fastAdaboost/src/predict_real_adaboost.cpp
fastAdaboost/src/RcppExports.cpp
fastAdaboost/NAMESPACE
fastAdaboost/R
fastAdaboost/R/adaboost_fast.R fastAdaboost/R/adaboost_m1.R fastAdaboost/R/adaboost_real.R fastAdaboost/R/print.adaboost.R fastAdaboost/R/fastAdaboost.R fastAdaboost/R/RcppExports.R fastAdaboost/R/predict_adaboost_internal.R fastAdaboost/R/get_tree.R fastAdaboost/R/predict_adaboost.R fastAdaboost/R/wrap_rpart_predict.R fastAdaboost/R/wrap_rpart.R
fastAdaboost/README.md
fastAdaboost/MD5
fastAdaboost/DESCRIPTION
fastAdaboost/man
fastAdaboost/man/print.adaboost.Rd fastAdaboost/man/real_adaboost.Rd fastAdaboost/man/fastAdaboost.Rd fastAdaboost/man/print.real_adaboost.Rd fastAdaboost/man/predict.adaboost.Rd fastAdaboost/man/get_tree.Rd fastAdaboost/man/predict.real_adaboost.Rd fastAdaboost/man/adaboost.Rd
fastAdaboost/LICENSE

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