trimTrees: Trimmed opinion pools of trees in a random forest

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Creates point and probability forecasts from the trees in a random forest using a trimmed opinion pool.

Author
Yael Grushka-Cockayne, Victor Richmond R. Jose, Kenneth C. Lichtendahl Jr. and Huanghui Zeng, based on the source code from the randomForest package by Andy Liaw and Matthew Wiener and on the original Fortran code by Leo Breiman and Adele Cutler.
Date of publication
2014-08-14 07:11:17
Maintainer
Yael Grushka-Cockayne <grushkay@darden.virginia.edu>
License
GPL (>= 2)
Version
1.2

View on CRAN

Man pages

cinbag
Modified Classification and Regression with Random Forest
hitRate
Empirical Hit Rates for a Crowd of Forecasters
trimTrees
Trimmed Opinion Pools of Trees in Random Forest

Files in this package

trimTrees
trimTrees/src
trimTrees/src/rf.h
trimTrees/src/trimTreesCDF.c
trimTrees/src/regTree.c
trimTrees/src/rfsub.f
trimTrees/src/rfmod.c
trimTrees/src/classTree.c
trimTrees/src/rfutils.c
trimTrees/src/regrfmod.c
trimTrees/src/trimTreesMA.c
trimTrees/NAMESPACE
trimTrees/R
trimTrees/R/trimTrees.default.R
trimTrees/R/cinbag.default.R
trimTrees/MD5
trimTrees/DESCRIPTION
trimTrees/man
trimTrees/man/hitRate.Rd
trimTrees/man/trimTrees.Rd
trimTrees/man/cinbag.Rd