CRAN Package Check Results for Maintainer ‘Florian Pfisterer <pfistererf at googlemail.com>’

Last updated on 2025-12-28 01:49:18 CET.

Package	ERROR	OK
mlr3fairness	1	12

Package mlr3fairness

Current CRAN status: ERROR: 1, OK: 12

Version: 0.4.0
Check: examples
Result: ERROR Running examples in 'mlr3fairness-Ex.R' failed The error most likely occurred in: > ### Name: fairness_accuracy_tradeoff > ### Title: Plot Fairness Accuracy Trade-offs > ### Aliases: fairness_accuracy_tradeoff > > ### ** Examples > > ## Don't show: > if (rlang::is_installed("rpart") && rlang::is_installed("ranger")) (if (getRversion() >= "3.4") withAutoprint else force)({ # examplesIf + ## End(Don't show) + library("mlr3") + library("mlr3learners") + library("ggplot2") + + # Setup the Fairness measure and tasks + task = tsk("adult_train")$filter(1:500) + learner = lrn("classif.ranger", predict_type = "prob") + fairness_measure = msr("fairness.tpr") + + # Example 1 - A single prediction + learner$train(task) + predictions = learner$predict(task) + fairness_accuracy_tradeoff(predictions, fairness_measure, task = task) + + # Example2 - A benchmark + design = benchmark_grid( + tasks = task, + learners = lrns(c("classif.featureless", "classif.rpart"), + predict_type = "prob", predict_sets = c("train", "test")), + resamplings = rsmps("cv", folds = 2) + ) + bmr = benchmark(design) + fairness_accuracy_tradeoff(bmr, fairness_measure) + ## Don't show: + }) # examplesIf > library("mlr3") > library("mlr3learners") > library("ggplot2") > task = tsk("adult_train")$filter(1:500) > learner = lrn("classif.ranger", predict_type = "prob") > fairness_measure = msr("fairness.tpr") > learner$train(task) > predictions = learner$predict(task) > fairness_accuracy_tradeoff(predictions, fairness_measure, task = task) > design = benchmark_grid(tasks = task, learners = lrns(c("classif.featureless", + "classif.rpart"), predict_type = "prob", predict_sets = c("train", "test")), + resamplings = rsmps("cv", folds = 2)) > bmr = benchmark(design) INFO [17:11:14.025] [mlr3] Running benchmark with 4 resampling iterations INFO [17:11:14.233] [mlr3] Applying learner 'classif.featureless' on task 'adult_train' (iter 1/2) INFO [17:11:14.290] [mlr3] Applying learner 'classif.featureless' on task 'adult_train' (iter 2/2) INFO [17:11:14.335] [mlr3] Applying learner 'classif.rpart' on task 'adult_train' (iter 1/2) INFO [17:11:14.401] [mlr3] Applying learner 'classif.rpart' on task 'adult_train' (iter 2/2) INFO [17:11:14.467] [mlr3] Finished benchmark Error in `[.data.table`(data, , `:=`("task_hash", task[[1L]]$hash), by = "uhash") : attempt access index 9/9 in VECTOR_ELT Calls: <Anonymous> ... initialize -> .__ResultData__initialize -> [ -> [.data.table Execution halted Flavor: r-devel-windows-x86_64

Version: 0.4.0
Check: tests
Result: ERROR Running 'testthat.R' [16s] Running the tests in 'tests/testthat.R' failed. Complete output: > if (requireNamespace("testthat", quietly = TRUE)) { + library("testthat") + library("checkmate") + library("mlr3") + library("mlr3pipelines") + library("mlr3fairness") + test_check("mlr3fairness") + } [1] "fairness.acc" [1] "fairness.mse" [1] "fairness.fnr" [1] "fairness.fpr" [1] "fairness.tnr" [1] "fairness.tpr" [1] "fairness.npv" [1] "fairness.ppv" [1] "fairness.fomr" [1] "fairness.fp" [1] "fairness.tp" [1] "fairness.tn" [1] "fairness.fn" [1] "fairness.pp" [1] "fairness.equalized_odds" [1] "fairness.predictive_parity" [1] "fairness.acc_eod=.05" [1] "fairness.acc_ppv=.05" [1] "fairness.acc" [1] "fairness.mse" [1] "fairness.fnr" [1] "fairness.fpr" [1] "fairness.tnr" [1] "fairness.tpr" [1] "fairness.npv" [1] "fairness.ppv" [1] "fairness.fomr" [1] "fairness.fp" [1] "fairness.tp" [1] "fairness.tn" [1] "fairness.fn" [1] "fairness.pp" [1] "fairness.equalized_odds" [1] "fairness.predictive_parity" [1] "fairness.acc_eod=.05" [1] "fairness.acc_ppv=.05" [1] "fairness.acc" [1] "fairness.mse" [1] "fairness.fnr" [1] "fairness.fpr" [1] "fairness.tnr" [1] "fairness.tpr" [1] "fairness.npv" [1] "fairness.ppv" [1] "fairness.fomr" [1] "fairness.fp" [1] "fairness.tp" [1] "fairness.tn" [1] "fairness.fn" [1] "fairness.pp" [1] "fairness.equalized_odds" [1] "fairness.predictive_parity" [1] "fairness.acc_eod=.05" [1] "fairness.acc_ppv=.05" Saving _problems/test_visualizations-6.R Saving _problems/test_visualizations-30.R Saving _problems/test_visualizations-52.R [ FAIL 3 | WARN 0 | SKIP 30 | PASS 286 ] ══ Skipped tests (30) ══════════════════════════════════════════════════════════ • On CRAN (30): 'test_datasets.R:16:3', 'test_datasets.R:32:3', 'test_datasets.R:47:3', 'test_learners_fairml.R:2:5', 'test_learners_fairml.R:10:5', 'test_learners_fairml.R:21:5', 'test_learners_fairml.R:33:5', 'test_learners_fairml.R:43:5', 'test_learners_fairml_ptas.R:2:5', 'test_learners_fairml_ptas.R:18:5', 'test_measure_subgroup.R:47:3', 'test_measure_subgroup.R:66:3', 'test_pipeop_eod.R:2:3', 'test_pipeop_eod.R:17:3', 'test_pipeop_eod.R:57:3', 'test_pipeop_explicit_pta.R:3:5', 'test_pipeop_explicit_pta.R:17:5', 'test_pipeop_reweighing.R:2:3', 'test_pipeop_reweighing.R:15:3', 'test_pipeop_reweighing.R:25:3', 'test_pipeop_reweighing.R:34:3', 'test_pipeop_reweighing.R:51:3', 'test_pipeop_reweighing.R:61:3', 'test_report_modelcard_datasheet.R:2:3', 'test_report_modelcard_datasheet.R:18:3', 'test_report_modelcard_datasheet.R:34:3', 'test_use_modelcard_datasheet.R:2:3', 'test_use_modelcard_datasheet.R:17:3', 'test_use_modelcard_datasheet.R:31:3', 'test_write_files.R:2:3' ══ Failed tests ════════════════════════════════════════════════════════════════ ── Error ('test_visualizations.R:6:3'): fairness_accuracy_tradeoff ───────────── Error in ``[.data.table`(data, , `:=`("task_hash", task[[1L]]$hash), by = "uhash")`: attempt access index 9/9 in VECTOR_ELT Backtrace: ▆ 1. └─mlr3fairness:::test_bmr() at test_visualizations.R:6:3 2. └─mlr3::benchmark(...) at ./helper_data.R:34:3 3. └─ResultData$new(grid, data_extra, store_backends = store_backends) 4. └─mlr3 (local) initialize(...) 5. └─mlr3:::.__ResultData__initialize(...) 6. ├─data[, `:=`("task_hash", task[[1L]]$hash), by = "uhash"] 7. └─data.table:::`[.data.table`(...) ── Error ('test_visualizations.R:30:3'): compare_metrics ─────────────────────── Error in ``[.data.table`(data, , `:=`("task_hash", task[[1L]]$hash), by = "uhash")`: attempt access index 9/9 in VECTOR_ELT Backtrace: ▆ 1. └─mlr3fairness:::test_bmr() at test_visualizations.R:30:3 2. └─mlr3::benchmark(...) at ./helper_data.R:34:3 3. └─ResultData$new(grid, data_extra, store_backends = store_backends) 4. └─mlr3 (local) initialize(...) 5. └─mlr3:::.__ResultData__initialize(...) 6. ├─data[, `:=`("task_hash", task[[1L]]$hash), by = "uhash"] 7. └─data.table:::`[.data.table`(...) ── Error ('test_visualizations.R:52:3'): prediction_density ──────────────────── Error in ``[.data.table`(data, , `:=`("task_hash", task[[1L]]$hash), by = "uhash")`: attempt access index 9/9 in VECTOR_ELT Backtrace: ▆ 1. └─mlr3fairness:::test_bmr() at test_visualizations.R:52:3 2. └─mlr3::benchmark(...) at ./helper_data.R:34:3 3. └─ResultData$new(grid, data_extra, store_backends = store_backends) 4. └─mlr3 (local) initialize(...) 5. └─mlr3:::.__ResultData__initialize(...) 6. ├─data[, `:=`("task_hash", task[[1L]]$hash), by = "uhash"] 7. └─data.table:::`[.data.table`(...) [ FAIL 3 | WARN 0 | SKIP 30 | PASS 286 ] Error: ! Test failures. Execution halted Flavor: r-devel-windows-x86_64

Version: 0.4.0
Check: re-building of vignette outputs
Result: ERROR Error(s) in re-building vignettes: --- re-building 'debiasing-vignette.Rmd' using rmarkdown INFO [17:11:39.494] [mlr3] Running benchmark with 6 resampling iterations INFO [17:11:39.686] [mlr3] Applying learner 'classif.rpart' on task 'adult_train' (iter 1/3) INFO [17:11:39.877] [mlr3] Applying learner 'classif.rpart' on task 'adult_train' (iter 2/3) INFO [17:11:40.013] [mlr3] Applying learner 'classif.rpart' on task 'adult_train' (iter 3/3) INFO [17:11:40.165] [mlr3] Applying learner 'reweighing_wts.classif.rpart' on task 'adult_train' (iter 1/3) INFO [17:11:40.559] [mlr3] Applying learner 'reweighing_wts.classif.rpart' on task 'adult_train' (iter 2/3) INFO [17:11:40.956] [mlr3] Applying learner 'reweighing_wts.classif.rpart' on task 'adult_train' (iter 3/3) INFO [17:11:41.348] [mlr3] Finished benchmark Quitting from debiasing-vignette.Rmd:61-67 [unnamed-chunk-5] ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ <error/rlang_error> Error in `[.data.table`: ! attempt access index 9/9 in VECTOR_ELT --- Backtrace: ▆ 1. └─mlr3::benchmark(grd) 2. └─ResultData$new(grid, data_extra, store_backends = store_backends) 3. └─mlr3 (local) initialize(...) 4. └─mlr3:::.__ResultData__initialize(...) 5. ├─data[, `:=`("task_hash", task[[1L]]$hash), by = "uhash"] 6. └─data.table:::`[.data.table`(...) ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ Error: processing vignette 'debiasing-vignette.Rmd' failed with diagnostics: attempt access index 9/9 in VECTOR_ELT --- failed re-building 'debiasing-vignette.Rmd' --- re-building 'measures-vignette.Rmd' using rmarkdown INFO [17:11:48.809] [mlr3] Running benchmark with 6 resampling iterations INFO [17:11:48.955] [mlr3] Applying learner 'classif.ranger' on task 'adult_train' (iter 1/3) INFO [17:12:10.272] [mlr3] Applying learner 'classif.ranger' on task 'adult_train' (iter 2/3) INFO [17:12:31.903] [mlr3] Applying learner 'classif.ranger' on task 'adult_train' (iter 3/3) INFO [17:12:53.365] [mlr3] Applying learner 'classif.rpart' on task 'adult_train' (iter 1/3) INFO [17:12:53.696] [mlr3] Applying learner 'classif.rpart' on task 'adult_train' (iter 2/3) INFO [17:12:53.977] [mlr3] Applying learner 'classif.rpart' on task 'adult_train' (iter 3/3) INFO [17:12:54.247] [mlr3] Finished benchmark Quitting from measures-vignette.Rmd:174-189 [unnamed-chunk-13] ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ <error/rlang_error> Error in `[.data.table`: ! attempt access index 9/9 in VECTOR_ELT --- Backtrace: ▆ 1. └─mlr3::benchmark(design) 2. └─ResultData$new(grid, data_extra, store_backends = store_backends) 3. └─mlr3 (local) initialize(...) 4. └─mlr3:::.__ResultData__initialize(...) 5. ├─data[, `:=`("task_hash", task[[1L]]$hash), by = "uhash"] 6. └─data.table:::`[.data.table`(...) ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ Error: processing vignette 'measures-vignette.Rmd' failed with diagnostics: attempt access index 9/9 in VECTOR_ELT --- failed re-building 'measures-vignette.Rmd' --- re-building 'reports-vignette.Rmd' using rmarkdown INFO [17:12:58.612] [mlr3] Resampling 'cv' is being instantiated on task 'adult_train' INFO [17:12:58.820] [mlr3] Applying learner 'classif.rpart' on task 'adult_train' (iter 1/5) INFO [17:12:58.929] [mlr3] Applying learner 'classif.rpart' on task 'adult_train' (iter 2/5) INFO [17:12:58.976] [mlr3] Applying learner 'classif.rpart' on task 'adult_train' (iter 3/5) INFO [17:12:59.017] [mlr3] Applying learner 'classif.rpart' on task 'adult_train' (iter 4/5) INFO [17:12:59.058] [mlr3] Applying learner 'classif.rpart' on task 'adult_train' (iter 5/5) Quitting from reports-vignette.Rmd:69-75 [build_fairness_example_for_vignette] ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ <error/rlang_error> Error in `[.data.table`: ! attempt access index 9/9 in VECTOR_ELT --- Backtrace: ▆ 1. └─mlr3::resample(task, learner, rsmp("cv", folds = 5)) 2. └─ResultData$new(data, data_extra, store_backends = store_backends) 3. └─mlr3 (local) initialize(...) 4. └─mlr3:::.__ResultData__initialize(...) 5. ├─data[, `:=`("task_hash", task[[1L]]$hash), by = "uhash"] 6. └─data.table:::`[.data.table`(...) ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ Error: processing vignette 'reports-vignette.Rmd' failed with diagnostics: attempt access index 9/9 in VECTOR_ELT --- failed re-building 'reports-vignette.Rmd' --- re-building 'visualization-vignette.Rmd' using rmarkdown INFO [17:13:07.424] [mlr3] Running benchmark with 6 resampling iterations INFO [17:13:07.855] [mlr3] Applying learner 'classif.ranger' on task 'adult_train' (iter 1/3) INFO [17:13:09.751] [mlr3] Applying learner 'classif.ranger' on task 'adult_train' (iter 2/3) INFO [17:13:11.700] [mlr3] Applying learner 'classif.ranger' on task 'adult_train' (iter 3/3) INFO [17:13:13.560] [mlr3] Applying learner 'classif.rpart' on task 'adult_train' (iter 1/3) INFO [17:13:13.647] [mlr3] Applying learner 'classif.rpart' on task 'adult_train' (iter 2/3) INFO [17:13:13.717] [mlr3] Applying learner 'classif.rpart' on task 'adult_train' (iter 3/3) INFO [17:13:13.773] [mlr3] Finished benchmark Quitting from visualization-vignette.Rmd:56-65 [unnamed-chunk-5] ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ <error/rlang_error> Error in `[.data.table`: ! attempt access index 9/9 in VECTOR_ELT --- Backtrace: ▆ 1. └─mlr3::benchmark(design) 2. └─ResultData$new(grid, data_extra, store_backends = store_backends) 3. └─mlr3 (local) initialize(...) 4. └─mlr3:::.__ResultData__initialize(...) 5. ├─data[, `:=`("task_hash", task[[1L]]$hash), by = "uhash"] 6. └─data.table:::`[.data.table`(...) ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ Error: processing vignette 'visualization-vignette.Rmd' failed with diagnostics: attempt access index 9/9 in VECTOR_ELT --- failed re-building 'visualization-vignette.Rmd' SUMMARY: processing the following files failed: 'debiasing-vignette.Rmd' 'measures-vignette.Rmd' 'reports-vignette.Rmd' 'visualization-vignette.Rmd' Error: Vignette re-building failed. Execution halted Flavor: r-devel-windows-x86_64