Filter Based Feature Selection for 'mlr3'
c(person(given = "Patrick",
family = "Schratz",
role = c("aut", "cre"),
email = "patrick.schratz@gmail.com",
comment = c(ORCID = "0000-0003-0748-6624")),
person(given = "Michel",
family = "Lang",
role = "aut",
email = "michellang@gmail.com",
comment = c(ORCID = "0000-0001-9754-0393")),
person(given = "Bernd",
family = "Bischl",
role = "aut",
email = "bernd_bischl@gmx.net",
comment = c(ORCID = "0000-0001-6002-6980")))
Extends 'mlr3' with filter methods for feature
selection. Besides standalone filter methods built-in methods of any
machine-learning algorithm are supported.  Partial scoring of
multivariate filter methods is supported.
backports, checkmate, data.table, mlr3 (>= 0.1.2), mlr3misc,
paradox, R6
care, FSelectorRcpp, lgr, mlr3learners, praznik, rpart,
testthat
'Filter.R' 'mlr_filters.R' 'FilterAUC.R' 'FilterAnova.R'
'FilterCMIM.R' 'FilterCarScore.R' 'FilterCorrelation.R'
'FilterDISR.R' 'FilterImportance.R' 'FilterInformationGain.R'
'FilterJMI.R' 'FilterJMIM.R' 'FilterKruskalTest.R'
'FilterMIM.R' 'FilterMRMR.R' 'FilterNJMIM.R'
'FilterPerformance.R' 'FilterVariance.R' 'flt.R' 'reexports.R'
'zzz.R'

care, FSelectorRcpp, lgr, mlr3learners, mlr3measures,
praznik, rpart, testthat

c(person(given = "Patrick",
family = "Schratz",
role = c("aut", "cre"),
email = "patrick.schratz@gmail.com",
comment = c(ORCID = "0000-0003-0748-6624")),
person(given = "Michel",
family = "Lang",
role = "aut",
email = "michellang@gmail.com",
comment = c(ORCID = "0000-0001-9754-0393")),
person(given = "Bernd",
family = "Bischl",
role = "aut",
email = "bernd_bischl@gmx.net",
comment = c(ORCID = "0000-0001-6002-6980")),
person(given = "Martin",
family = "Binder",
role = "aut",
email = "mlr.developer@mb706.com"))
care, caret, FSelectorRcpp, lgr, mlr3learners, mlr3measures,
praznik, rpart, testthat
'Filter.R' 'mlr_filters.R' 'FilterAUC.R' 'FilterAnova.R'
'FilterCMIM.R' 'FilterCarScore.R' 'FilterCorrelation.R'
'FilterDISR.R' 'FilterFindCorrelation.R' 'FilterImportance.R'
'FilterInformationGain.R' 'FilterJMI.R' 'FilterJMIM.R'
'FilterKruskalTest.R' 'FilterMIM.R' 'FilterMRMR.R'
'FilterNJMIM.R' 'FilterPerformance.R' 'FilterVariance.R'
'flt.R' 'reexports.R' 'zzz.R'
Patrick Schratz [aut, cre] (<https://orcid.org/0000-0003-0748-6624>),
Michel Lang [aut] (<https://orcid.org/0000-0001-9754-0393>),
Bernd Bischl [aut] (<https://orcid.org/0000-0001-6002-6980>),
Martin Binder [aut]