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
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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
giuseppec/featureImportance documentation built on May 24, 2019, 9:51 a.m.