boxcox |
bestNormalize |
data transform |
Task → Task |
Task→Task |
colapply |
|
data transform |
Task → Task |
Task→Task |
collapsefactors |
|
data transform |
Task → Task |
Task→Task |
colroles |
|
data transform |
Task → Task |
Task→Task |
datefeatures |
|
data transform |
Task → Task |
Task→Task |
histbin |
graphics |
data transform |
Task → Task |
Task→Task |
ica |
fastICA |
data transform |
Task → Task |
Task→Task |
kernelpca |
kernlab |
data transform |
Task → Task |
Task→Task |
modelmatrix |
stats |
data transform |
Task → Task |
Task→Task |
mutate |
|
data transform |
Task → Task |
Task→Task |
nmf |
MASS, NMF |
data transform |
Task → Task |
Task→Task |
pca |
|
data transform |
Task → Task |
Task→Task |
quantilebin |
stats |
data transform |
Task → Task |
Task→Task |
randomprojection |
|
data transform |
Task → Task |
Task→Task |
renamecolumns |
|
data transform |
Task → Task |
Task→Task |
scale |
|
data transform |
Task → Task |
Task→Task |
scalemaxabs |
|
data transform |
Task → Task |
Task→Task |
scalerange |
|
data transform |
Task → Task |
Task→Task |
spatialsign |
|
data transform |
Task → Task |
Task→Task |
subsample |
|
data transform |
Task → Task |
Task→Task |
textvectorizer |
quanteda, stopwords |
data transform |
Task → Task |
Task→Task |
vtreat |
vtreat |
data transform |
Task → Task |
Task→Task |
yeojohnson |
bestNormalize |
data transform |
Task → Task |
Task→Task |
encode |
stats |
encode , data transform |
Task → Task |
Task→Task |
encodeimpact |
|
encode , data transform |
Task → Task |
Task→Task |
encodelmer |
lme4, nloptr |
encode , data transform |
Task → Task |
Task→Task |
classifavg |
stats |
ensemble |
NULL → NULL |
PredictionClassif→PredictionClassif |
featureunion |
|
ensemble |
Task → Task |
Task→Task |
regravg |
|
ensemble |
NULL → NULL |
PredictionRegr→PredictionRegr |
survavg |
|
ensemble |
NULL → NULL |
PredictionSurv→PredictionSurv |
filter |
|
feature selection, data transform |
Task → Task |
Task→Task |
select |
|
feature selection, data transform |
Task → Task |
Task→Task |
classbalancing |
|
imbalanced data, data transform |
TaskClassif → TaskClassif |
TaskClassif→TaskClassif |
classweights |
|
imbalanced data, data transform |
TaskClassif → TaskClassif |
TaskClassif→TaskClassif |
smote |
smotefamily |
imbalanced data, data transform |
Task → Task |
Task→Task |
learner |
|
learner |
TaskClassif → NULL |
TaskClassif→PredictionClassif |
learner_cv |
|
learner , ensemble , data transform |
TaskClassif → TaskClassif |
TaskClassif→TaskClassif |
imputeconstant |
|
missings |
Task → Task |
Task→Task |
imputehist |
graphics |
missings |
Task → Task |
Task→Task |
imputelearner |
|
missings |
Task → Task |
Task→Task |
imputemean |
|
missings |
Task → Task |
Task→Task |
imputemedian |
stats |
missings |
Task → Task |
Task→Task |
imputemode |
|
missings |
Task → Task |
Task→Task |
imputeoor |
|
missings |
Task → Task |
Task→Task |
imputesample |
|
missings |
Task → Task |
Task→Task |
missind |
|
missings , data transform |
Task → Task |
Task→Task |
multiplicityexply |
|
multiplicity |
[*] → * |
[*]→* |
multiplicityimply |
|
multiplicity |
* → [*] |
*→[*] |
ovrunite |
|
multiplicity, ensemble |
[NULL] → NULL |
[PredictionClassif]→PredictionClassif |
replicate |
|
multiplicity |
* → [*] |
*→[*] |
fixfactors |
|
robustify , data transform |
Task → Task |
Task→Task |
removeconstants |
|
robustify , data transform |
Task → Task |
Task→Task |
ovrsplit |
|
target transform, multiplicity |
TaskClassif → [TaskClassif] |
TaskClassif→[TaskClassif] |
targetmutate |
|
target transform |
Task → NULL, Task |
Task→function, Task |
targettrafoscalerange |
|
target transform |
TaskRegr → NULL, TaskRegr |
TaskRegr→function, TaskRegr |
threshold |
|
target transform |
NULL → NULL |
PredictionClassif→PredictionClassif |
tunethreshold |
bbotk |
target transform |
Task → NULL |
Task→Prediction |
branch |
|
meta |
* → * |
→ |
chunk |
|
meta |
Task → Task |
Task→Task |
copy |
|
meta |
* → * |
→ |
nop |
|
meta |
* → * |
→ |
proxy |
|
meta |
* → * |
→ |
unbranch |
|
meta |
* → * |
→ |
compose_crank |
distr6 |
abstract |
NULL → NULL |
PredictionSurv→PredictionSurv |
compose_distr |
distr6 |
abstract |
NULL, NULL → NULL |
PredictionSurv, PredictionSurv→PredictionSurv |
compose_probregr |
distr6 |
abstract |
NULL, NULL → NULL |
PredictionRegr, PredictionRegr→PredictionRegr |
crankcompose |
distr6 |
abstract |
NULL → NULL |
PredictionSurv→PredictionSurv |
distrcompose |
distr6 |
abstract |
NULL, NULL → NULL |
PredictionSurv, PredictionSurv→PredictionSurv |
randomresponse |
|
abstract |
NULL → NULL |
Prediction→Prediction |
targetinvert |
|
abstract |
NULL, NULL → NULL |
function, Prediction→Prediction |
trafopred_regrsurv |
|
abstract |
NULL, NULL → NULL |
PredictionRegr, *→PredictionSurv |
trafopred_survregr |
|
abstract |
NULL → NULL |
PredictionSurv→PredictionRegr |
trafotask_regrsurv |
|
abstract |
TaskRegr, * → TaskSurv |
TaskRegr, *→TaskSurv |
trafotask_survregr |
|
abstract |
TaskSurv, * → TaskRegr |
TaskSurv, *→TaskRegr |