newboost: New boosting algorithms

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New variants of the L2Boosting algorithm are implemented, mainly orthogonal Boosting and post-Boosting. Moreover feasible stopping rules are implemented.

Author
Martin Spindler [cre], Ye Luo [aut]
Date of publication
2016-09-14 19:50:47
Maintainer
Martin Spindler <martin.spindler@gmx.de>
License
GPL-3
Version
0.0.1

View on R-Forge

Man pages

groupboost
Group Boosting
L2Boost
Implementation of the L2Boosting algorithm
L2BoostOGA
Implementation of the orthogonal L2Boosting algorithm
MSECal
Function for calculation of different MSEs
predict.L2Boost
Predict fot L2Boost objects
predict.L2BoostOGA
Predict fot L2BoostOGA objects

Files in this package

newboost/DESCRIPTION
newboost/NAMESPACE
newboost/R
newboost/R/GBoost.R
newboost/R/boost.R
newboost/ToDo.md
newboost/man
newboost/man/L2Boost.Rd
newboost/man/L2BoostOGA.Rd
newboost/man/MSECal.Rd
newboost/man/groupboost.Rd
newboost/man/predict.L2Boost.Rd
newboost/man/predict.L2BoostOGA.Rd
newboost/tests
newboost/tests/testthat
newboost/tests/testthat.R
newboost/tests/testthat/sim.R
newboost/tests/testthat/test.R