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## Copyright (C) 2021-2022 Rodney A. Sparapani
## This file is part of nftbart.
## predict.nft.R
## nftbart is free software: you can redistribute it and/or modify
## it under the terms of the GNU General Public License as published by
## the Free Software Foundation, either version 2 of the License, or
## (at your option) any later version.
## nftbart is distributed in the hope that it will be useful,
## but WITHOUT ANY WARRANTY; without even the implied warranty of
## MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
## GNU General Public License for more details.
## You should have received a copy of the GNU General Public License
## along with this program. If not, see <http://www.gnu.org/licenses/>.
## Author contact information
## Rodney A. Sparapani: rsparapa@mcw.edu
predict.nft = function(
## data
object,
x.test=object$x.train,
## multi-threading
tc=getOption("mc.cores", 1), ##OpenMP thread count
## current process fit vs. previous process fit
XPtr=TRUE,
## predictions
K=0,
events=object$events,
FPD=FALSE,
probs=c(0.025, 0.975),
take.logs=TRUE,
na.rm=FALSE,
seed=NULL,
## default settings for NFT:BART/HBART/DPM
fmu=object$NFT$fmu,
soffset=object$soffset,
drawDPM=object$drawDPM,
## etc.
...)
{
attr(object, 'class') <- 'nft2'
object$xftrain=object$x.train
object$xstrain=object$x.train
object$x.train=NULL
object$xifcuts=object$xicuts
object$xiscuts=object$xicuts
object$xicuts=NULL
np=length(object$x.test)
if(np>0) {
object$xftest=object$x.test
object$xstest=object$x.test
object$x.test=NULL
}
if(length(fmu)==0 && length(object$fmu)==1) fmu=object$fmu
return(predict(
## data
object,
xftest=x.test,
xstest=x.test,
## multi-threading
tc=tc, ##OpenMP thread count
## current process fit vs. previous process fit
XPtr=XPtr,
## predictions
K=K,
events=events,
FPD=FPD,
probs=probs,
take.logs=take.logs,
na.rm=na.rm,
seed=seed,
## default settings for NFT:BART/HBART/DPM
fmu=fmu,
soffset=soffset,
drawDPM=drawDPM,
## etc.
...))
}
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