9.4 Integrated PipeOps

key	packages	input.num	output.num	input.train	input.predict	output.train	output.predict
boxcox	bestNormalize	1	1	Task	Task	Task	Task
branch		1	–	Any	Any	Any	Any
chunk		1	–	Task	Task	Task	Task
classbalancing		1	1	TaskClassif	TaskClassif	TaskClassif	TaskClassif
classifavg	stats	–	1	–	PredictionClassif	–	PredictionClassif
classweights		1	1	TaskClassif	TaskClassif	TaskClassif	TaskClassif
colapply		1	1	Task	Task	Task	Task
collapsefactors		1	1	Task	Task	Task	Task
copy		1	–	Any	Any	Any	Any
crankcompose	distr6	1	1	–	PredictionSurv	–	PredictionSurv
distrcompose	distr6	2	1	–	PredictionSurv	–	PredictionSurv
encode	stats	1	1	Task	Task	Task	Task
encodeimpact		1	1	Task	Task	Task	Task
encodelmer	lme4 | nloptr	1	1	Task	Task	Task	Task
featureunion		–	1	Task	Task	Task	Task
filter		1	1	Task	Task	Task	Task
fixfactors		1	1	Task	Task	Task	Task
histbin	graphics	1	1	Task	Task	Task	Task
ica	fastICA	1	1	Task	Task	Task	Task
imputehist	graphics	1	1	Task	Task	Task	Task
imputemean		1	1	Task	Task	Task	Task
imputemedian	stats	1	1	Task	Task	Task	Task
imputenewlvl		1	1	Task	Task	Task	Task
imputesample		1	1	Task	Task	Task	Task
kernelpca	kernlab	1	1	Task	Task	Task	Task
learner		1	1	TaskClassif	TaskClassif	–	PredictionClassif
learner_cv		1	1	TaskClassif	TaskClassif	TaskClassif	TaskClassif
missind		1	1	Task	Task	Task	Task
modelmatrix	stats	1	1	Task	Task	Task	Task
mutate		1	1	Task	Task	Task	Task
nop		1	1	Any	Any	Any	Any
pca		1	1	Task	Task	Task	Task
quantilebin	stats	1	1	Task	Task	Task	Task
regravg		–	1	–	PredictionRegr	–	PredictionRegr
removeconstants		1	1	Task	Task	Task	Task
scale		1	1	Task	Task	Task	Task
scalemaxabs		1	1	Task	Task	Task	Task
scalerange		1	1	Task	Task	Task	Task
select		1	1	Task	Task	Task	Task
smote	smotefamily	1	1	Task	Task	Task	Task
spatialsign		1	1	Task	Task	Task	Task
subsample		1	1	Task	Task	Task	Task
unbranch		–	1	Any	Any	Any	Any
yeojohnson	bestNormalize	1	1	Task	Task	Task	Task