Files in giuseppec/featureImportance
Model-agnostic feature importance with the mlr package
.Rbuildignore
.gitignore
.travis.yml
DESCRIPTION
LICENSE
NAMESPACE
R/featureImportance.R
R/featureImportanceLearner.R
R/helpers.R
R/measureFeatureImportance.R
R/measurePerformance.R
R/permuteFeature.R
R/pimp.R
R/plotImportance.R
R/shapleyImportance.R
R/shapleyImportance_helpers.R
R/valueFunctions.R
R/zzz.R
README.Rmd
README.md
README_files/figure-gfm/unnamed-chunk-2-1.png
README_files/figure-gfm/unnamed-chunk-2-2.png
README_files/figure-gfm/unnamed-chunk-3-1.png
README_files/figure-gfm/unnamed-chunk-4-1.png
README_files/figure-gfm/unnamed-chunk-5-1.png
attic/PerformanceMeasures.R
attic/featureImportance.R
attic/featureImportance_all.permutations.R
attic/fixupPrediction.R
attic/helpers.R
attic/helpers_all.permutations.R
attic/performanceDrop.R
attic/shapleyImportance.R
codecov.yml
ecml-demo/application_importance_realdata.R
ecml-demo/application_importance_realdata.Rds
ecml-demo/application_importance_realdata_mod.Rds
ecml-demo/application_pi_simulation.R
ecml-demo/application_pi_simulation.Rds
ecml-demo/application_pi_simulation_mod.Rds
ecml-demo/application_results.Rmd
ecml-demo/application_results.md
ecml-demo/application_results_files/figure-gfm/conditional-1.png
ecml-demo/application_results_files/figure-gfm/piplot-1.png
ecml-demo/application_results_files/figure-gfm/shapley-1.png
ecml-demo/application_shapley_simulation.R
ecml-demo/application_shapley_simulation.Rds
ecml-demo/helper/functions.R
ecml-demo/helper/packages.R
man-roxygen/arg_data.R
man-roxygen/arg_importance.fun.R
man-roxygen/arg_local.R
man-roxygen/arg_measures.R
man-roxygen/arg_n.feat.perm.R
man-roxygen/arg_object.R
man-roxygen/arg_predict.fun.R
man-roxygen/arg_target.R
man/featureImportance.Rd
man/featureImportanceLearner.Rd
man/measureFeatureImportance.Rd
man/measurePerformance.Rd
man/pimp.Rd
man/plotImportance.Rd
man/shapleyImportance.Rd
man/valueFunction.Rd
tests/tests.R
tests/testthat/helper_objects.R
tests/testthat/test_featureImportance.R
tests/testthat/test_featureImportanceLearner.R
tests/testthat/test_measureFeatureImportance.R
tests/testthat/test_measurePerformance.R
tests/testthat/test_plotImportance.R
tests/testthat/test_shapleyImportance.R
tests/testthat/test_shapleyImportance_helpers.R
tests/testthat/test_valueFunctions.R
