A wrapper algorithm for all-relevant feature selection
Boruta is an all-relevant feature selection wrapper
algorithm.  It finds relevant features by comparing original
attributes' importance with importance achievable at random,
estimated using their permuted copies.

Boruta is an all-relevant feature selection wrapper algorithm.
It finds relevant features by comparing original attributes'
importance with importance achievable at random, estimated
using their permuted copies.
Miron Bartosz Kursa [aut, cre],
Witold Remigiusz Rudnicki [aut]

Wrapper Algorithm for All-Relevant Feature Selection

An all-relevant feature selection wrapper algorithm.
It finds relevant features by comparing original attributes'
importance with importance achievable at random, estimated
using their permuted copies.

Wrapper Algorithm for All Relevant Feature Selection
An all relevant feature selection wrapper algorithm.
It finds relevant features by comparing original attributes'
importance with importance achievable at random, estimated
using their permuted copies.
Miron B. Kursa [aut, cre],
Witold R. Rudnicki [aut]

mlbench, rFerns, randomForest, testthat, xgboost
c(
person(
c("Miron","Bartosz"),"Kursa",
role=c("aut","cre"),
email="M.Kursa@icm.edu.pl",
comment=c(ORCID="0000-0001-7672-648X")
),
person(
c("Witold","Remigiusz"),"Rudnicki",
role="aut"
)
)
An all relevant feature selection wrapper algorithm.
It finds relevant features by comparing original attributes' importance with importance achievable at random, estimated using their permuted copies (shadows).
Miron Bartosz Kursa [aut, cre]
(<https://orcid.org/0000-0001-7672-648X>),
Witold Remigiusz Rudnicki [aut]

mlbench, rFerns, randomForest, testthat, xgboost, survival

Classical Boson Sampling using the algorithm of
Clifford and Clifford (2017) <arXiv:1706.01260>. Also provides functions for
generating random unitary matrices, evaluation of matrix permanents (both
real and complex) and evaluation of complex permanent minors.

c(
person("Peter", "Clifford", email = "peter.clifford@jesus.ox.ac.uk",
role = "aut"),
person("Raphaël", "Clifford", email = "clifford@cs.bris.ac.uk",
role = c("cre","aut")))
Peter Clifford [aut],
Raphaël Clifford [cre, aut]