interpretR

Binary Classifier and Regression Model Interpretation Functions

v0.2.5 · Aug 19, 2023 · GPL (>= 2)

Description

Compute permutation- based performance measures and create partial dependence plots for (cross-validated) 'randomForest' and 'ada' models.

Downloads

194

Last 30 days

17231st

194

Last 90 days

194

Last year

CRAN Check Status

2 NOTE

12 OK

Show all 14 flavors

Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	NOTE	24s
r-devel-linux-x86_64-debian-gcc	NOTE	18.8s
r-devel-linux-x86_64-fedora-clang	OK	38.1s
r-devel-linux-x86_64-fedora-gcc	OK	34.8s
r-devel-macos-arm64	OK	11s
r-devel-windows-x86_64	OK	43s
r-oldrel-macos-arm64	OK
r-oldrel-macos-x86_64	OK	28s
r-oldrel-windows-x86_64	OK	47s
r-patched-linux-x86_64	OK	21.7s
r-release-linux-x86_64	OK	21.1s
r-release-macos-arm64	OK
r-release-macos-x86_64	OK	31s
r-release-windows-x86_64	OK	43s

Check details (14 non-OK)

NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Michel Ballings <michel.ballings@GMail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Michel",
                      family = "Ballings",
                      role = c("aut", "cre"),
                      email = "michel.ballings@gmail.com"),
               person(given = "Dirk",
                      family = "Van den Poel",
                      role = "aut"))
as necessary.

NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Michel Ballings <michel.ballings@GMail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Michel",
                      family = "Ballings",
                      role = c("aut", "cre"),
                      email = "michel.ballings@gmail.com"),
               person(given = "Dirk",
                      family = "Van den Poel",
                      role = "aut"))
as necessary.

OK r-devel-linux-x86_64-fedora-clang

OK r-devel-linux-x86_64-fedora-gcc

OK r-devel-macos-arm64

OK r-devel-windows-x86_64

OK r-oldrel-macos-arm64

OK r-oldrel-macos-x86_64

OK r-oldrel-windows-x86_64

OK r-patched-linux-x86_64

OK r-release-linux-x86_64

OK r-release-macos-arm64

OK r-release-macos-x86_64

OK r-release-windows-x86_64

Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026

NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Michel Ballings <michel.ballings@GMail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Michel",
                      family = "Ballings",
                      role = c("aut", "cre"),
                      email = "michel.ballings@gmail.com"),
               person(given = "Dirk",
                      family = "Van den Poel",
                      role = "aut"))
as necessary.

NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Michel Ballings <michel.ballings@GMail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Michel",
                      family = "Ballings",
                      role = c("aut", "cre"),
                      email = "michel.ballings@gmail.com"),
               person(given = "Dirk",
                      family = "Van den Poel",
                      role = "aut"))
as necessary.

Dependency Network

Version History

new 0.2.5 Mar 9, 2026