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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.

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r-devel-windows-x86_64 OK
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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.

Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 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

Dependencies Reverse dependencies randomForest AUC interpretR

Version History

8 tracked
new 0.2.5 Mar 10, 2026
updated 0.2.5 ← 0.2.4 diff Aug 19, 2023
updated 0.2.4 ← 0.2.3 diff Mar 18, 2016
updated 0.2.3 ← 0.2.2 diff Jun 22, 2015
updated 0.2.2 ← 0.2.1 diff May 10, 2015
updated 0.2.1 ← 0.2.0 diff Mar 25, 2015
updated 0.2.0 ← 0.1.0 diff Dec 18, 2014
new 0.1.0 Nov 20, 2014