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8 changes: 4 additions & 4 deletions DESCRIPTION
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@@ -1,23 +1,23 @@
Type: Package
Package: lime
Title: Local Interpretable Model-Agnostic Explanations
Version: 0.5.3.9000
Version: 0.5.4.9000
Authors@R: c(
person("Emil", "Hvitfeldt", , "[email protected]", role = c("aut", "cre"),
person("Emil", "Hvitfeldt", , "[email protected]", role = c("aut", "cre"),
comment = c(ORCID = "0000-0002-0679-1945")),
person("Thomas Lin", "Pedersen", , "[email protected]", role = "aut",
comment = c(ORCID = "0000-0002-5147-4711")),
person("Michaël", "Benesty", , "[email protected]", role = "aut")
)
Maintainer: Emil Hvitfeldt <[email protected]>
Maintainer: Emil Hvitfeldt <[email protected]>
Description: When building complex models, it is often difficult to
explain why the model should be trusted. While global measures such as
accuracy are useful, they cannot be used for explaining why a model
made a specific prediction. 'lime' (a port of the 'lime' 'Python'
package) is a method for explaining the outcome of black box models by
fitting a local model around the point in question an perturbations of
this point. The approach is described in more detail in the article by
Ribeiro et al. (2016) <arXiv:1602.04938>.
Ribeiro et al. (2016) <doi:10.48550/arXiv.1602.04938>.
License: MIT + file LICENSE
URL: https://lime.data-imaginist.com, https://github.com/tidymodels/lime,
https://lime.data-imaginist.com/
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2 changes: 2 additions & 0 deletions NEWS.md
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# lime (development version)

# lime 0.5.4

* Make package work with all versions of xgboost. (#202)

# lime 0.5.3
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4 changes: 2 additions & 2 deletions README.Rmd
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Expand Up @@ -19,8 +19,8 @@ knitr::opts_chunk$set(
[![Codecov test coverage](https://codecov.io/gh/tidymodels/lime/graph/badge.svg)](https://app.codecov.io/gh/tidymodels/lime)
[![CRAN_Release_Badge](http://www.r-pkg.org/badges/version-ago/lime)](https://CRAN.R-project.org/package=lime)
[![CRAN_Download_Badge](http://cranlogs.r-pkg.org/badges/lime)](https://CRAN.R-project.org/package=lime)
[![R-CMD-check](https://github.com/thomasp85/lime/actions/workflows/R-CMD-check.yaml/badge.svg)](https://github.com/thomasp85/lime/actions/workflows/R-CMD-check.yaml)
[![Codecov test coverage](https://codecov.io/gh/thomasp85/lime/graph/badge.svg)](https://app.codecov.io/gh/thomasp85/lime)
[![R-CMD-check](https://github.com/tidymodels/lime/actions/workflows/R-CMD-check.yaml/badge.svg)](https://github.com/tidymodels/lime/actions/workflows/R-CMD-check.yaml)
[![Codecov test coverage](https://codecov.io/gh/tidymodels/lime/graph/badge.svg)](https://app.codecov.io/gh/tidymodels/lime)
<!-- badges: end -->

> There once was a package called lime,
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24 changes: 12 additions & 12 deletions README.md
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coverage](https://codecov.io/gh/tidymodels/lime/graph/badge.svg)](https://app.codecov.io/gh/tidymodels/lime)
[![CRAN_Release_Badge](http://www.r-pkg.org/badges/version-ago/lime)](https://CRAN.R-project.org/package=lime)
[![CRAN_Download_Badge](http://cranlogs.r-pkg.org/badges/lime)](https://CRAN.R-project.org/package=lime)
[![R-CMD-check](https://github.com/thomasp85/lime/actions/workflows/R-CMD-check.yaml/badge.svg)](https://github.com/thomasp85/lime/actions/workflows/R-CMD-check.yaml)
[![R-CMD-check](https://github.com/tidymodels/lime/actions/workflows/R-CMD-check.yaml/badge.svg)](https://github.com/tidymodels/lime/actions/workflows/R-CMD-check.yaml)
[![Codecov test
coverage](https://codecov.io/gh/thomasp85/lime/graph/badge.svg)](https://app.codecov.io/gh/thomasp85/lime)
coverage](https://codecov.io/gh/tidymodels/lime/graph/badge.svg)](https://app.codecov.io/gh/tidymodels/lime)
<!-- badges: end -->

> There once was a package called lime,
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#> # A tibble: 10 × 13
#> model_type case label label_prob model_r2 model_intercept model_prediction
#> <chr> <chr> <chr> <dbl> <dbl> <dbl> <dbl>
#> 1 classificat… 1 seto… 1 0.686 0.125 0.978
#> 2 classificat… 1 seto… 1 0.686 0.125 0.978
#> 3 classificat… 2 seto… 1 0.696 0.119 0.982
#> 4 classificat… 2 seto… 1 0.696 0.119 0.982
#> 5 classificat… 3 seto… 1 0.682 0.123 0.977
#> 6 classificat… 3 seto… 1 0.682 0.123 0.977
#> 7 classificat… 4 seto… 1 0.679 0.124 0.979
#> 8 classificat… 4 seto… 1 0.679 0.124 0.979
#> 9 classificat… 5 seto… 1 0.688 0.123 0.988
#> 10 classificat… 5 seto… 1 0.688 0.123 0.988
#> 1 classificat… 1 seto… 1 0.700 0.120 0.984
#> 2 classificat… 1 seto… 1 0.700 0.120 0.984
#> 3 classificat… 2 seto… 1 0.681 0.128 0.978
#> 4 classificat… 2 seto… 1 0.681 0.128 0.978
#> 5 classificat… 3 seto… 1 0.686 0.126 0.976
#> 6 classificat… 3 seto… 1 0.686 0.126 0.976
#> 7 classificat… 4 seto… 1 0.708 0.119 0.982
#> 8 classificat… 4 seto… 1 0.708 0.119 0.982
#> 9 classificat… 5 seto… 1 0.682 0.126 0.981
#> 10 classificat… 5 seto… 1 0.682 0.126 0.981
#> # ℹ 6 more variables: feature <chr>, feature_value <dbl>, feature_weight <dbl>,
#> # feature_desc <chr>, data <list>, prediction <list>

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2 changes: 1 addition & 1 deletion cran-comments.md
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Small patch release with main event being a maintainer change
Small patch release to fix breaking tests on CRAN

## revdepcheck results

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4 changes: 2 additions & 2 deletions man/lime-package.Rd

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