-
Notifications
You must be signed in to change notification settings - Fork 0
/
DESCRIPTION
39 lines (39 loc) · 1.43 KB
/
DESCRIPTION
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
Type: Package
Package: RFSurrogates
Title: Surrogate Minimal Depth Variable Importance
Version: 0.4.0
Authors@R: c(
person("Stephan", "Seifert", , "stephan.seifert@uni-hamburg.de", role = c("aut", "cre"),
comment = c(ORCID = "0000-0003-2567-5728")),
person("Sven", "Gundlach", role = "aut",
comment = c(ORCID = "0000-0003-4060-2754")),
person("Silke", "Szymczak", role = "aut",
comment = c(ORCID = "0000-0002-8897-9035")),
person("Lukas C.", "Jarren", role = "aut"),
person("Florian", "Gärber", , "florian.gaerber@uni-hamburg.de", role = "aut",
comment = c(ORCID = "0000-0003-3875-9736"))
)
Author: Stephan Seifert, Sven Gundlach, Silke Szymczak
Maintainer: Stephan Seifert <stephan.seifert@uni-hamburg.de>
Description: This package provides functions to obtain surrogate splits
applying ranger for random forests generation and using modified
functions from the package rpart. Surrogate variables and
corresponding adjusted agreement values are used for surrogate minimal
depth variable importance and to investigate variable relations.
License: MIT + file LICENSE
URL: https://agseifert.github.io/RFSurrogates/,
https://github.com/AGSeifert/RFSurrogates
Imports:
linkcomm,
parallel,
randomForestSRC,
ranger (>= 0.12.1),
rlist
Suggests:
testthat (>= 3.0.0)
LinkingTo:
Rcpp
Config/testthat/edition: 3
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.2.3