9.3 Integrated Filter Methods

9.3.1 Standalone filter methods

Id	Packages	Task Types	Feature Types
anova	stats	classif	int, dbl
auc	mlr3measures	classif	int, dbl
carscore	care	regr	dbl
cmim	praznik	classif, regr	int, dbl, fct, ord
correlation	stats	regr	int, dbl
disr	praznik	classif	int, dbl, fct, ord
find_correlation	stats	classif, regr	int, dbl
importance	rpart	classif	lgl, int, dbl, fct, ord
information_gain	FSelectorRcpp	classif, regr	int, dbl, fct, ord
jmi	praznik	classif	int, dbl, fct, ord
jmim	praznik	classif	int, dbl, fct, ord
kruskal_test	stats	classif	int, dbl
mim	praznik	classif	int, dbl, fct, ord
mrmr	praznik	classif	int, dbl, fct, ord
njmim	praznik	classif	int, dbl, fct, ord
performance		classif	lgl, int, dbl, fct, ord
variance	stats	classif, regr	int, dbl

9.3.2 Learners With Embedded Filter Methods

##  [1] "classif.featureless"  "classif.ranger"       "classif.rpart"       
##  [4] "classif.xgboost"      "regr.featureless"     "regr.ranger"         
##  [7] "regr.rpart"           "regr.xgboost"         "surv.coxph"          
## [10] "surv.gbm"             "surv.penalized"       "surv.randomForestSRC"
## [13] "surv.ranger"          "surv.rpart"