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