Hi I'm having problems with generating auditor page. Here's my reproducible example:
library(DALEX)
library(DALEXtra)
library(recipes)
library(workflows)
library(parsnip)
data <- DALEX::titanic_imputed
data$survived <- as.factor(data$survived)
rec <- recipe(survived ~ ., data = data) %>%
step_normalize(fare)
model <- decision_tree(tree_depth = 25) %>%
set_engine("rpart") %>%
set_mode("classification")
wflow <- workflow() %>%
add_recipe(rec) %>%
add_model(model)
model_fitted <- wflow %>%
fit(data = data)
explainer <- DALEXtra::explain_tidymodels(model_fitted, data = titanic_imputed, y = titanic_imputed$survived)
modelDown::modelDown(explainer)
Output from the console:
[1] "Generating auditor..."
[1] "Generating model_performance..."
Saving 7 x 7 in image
Saving 7 x 7 in image
[1] "Generating variable_importance..."
Dołączanie pakietu: ‘kableExtra’
Następujący obiekt został zakryty z ‘package:dplyr’:
group_rows
Saving 7 x 7 in image
[1] "Generating variable_response..."
'variable_type' changed to 'categorical' due to lack of numerical variables.
Saving 7 x 7 in image
'variable_type' changed to 'categorical' due to lack of numerical variables.
Saving 7 x 7 in image
Saving 7 x 7 in image
Saving 7 x 7 in image
Saving 7 x 7 in image
'variable_type' changed to 'categorical' due to lack of numerical variables.
Saving 7 x 7 in image
Saving 7 x 7 in image
Saving 7 x 7 in image
Warning messages:
1: In value[[3L]](cond) :
Module 'auditor' generation failed. Skipping it.The detailed error is: Error in xy.coords(x, y, xlabel, ylabel, log): 'x' is a list, but does not have components 'x' and 'y'
My session info:
R version 4.1.2 (2021-11-01)
Platform: x86_64-w64-mingw32/x64 (64-bit)
Running under: Windows 10 x64 (build 19042)
Matrix products: default
locale:
[1] LC_COLLATE=Polish_Poland.1250 LC_CTYPE=Polish_Poland.1250 LC_MONETARY=Polish_Poland.1250
[4] LC_NUMERIC=C LC_TIME=Polish_Poland.1250
attached base packages:
[1] stats graphics grDevices utils datasets methods base
other attached packages:
[1] kableExtra_1.3.4 ggplot2_3.3.5 modelDown_1.1 parsnip_0.1.7 workflows_0.2.4 recipes_0.1.17
[7] dplyr_1.0.8 DALEXtra_2.2.0 DALEX_2.4.0
loaded via a namespace (and not attached):
[1] colorspace_2.0-2 ellipsis_0.3.2 class_7.3-19 rprojroot_2.0.2 fs_1.5.0
[6] rstudioapi_0.13 farver_2.1.0 listenv_0.8.0 remotes_2.4.2 ggrepel_0.9.1
[11] bit64_4.0.5 prodlim_2019.11.13 fansi_0.5.0 lubridate_1.8.0 xml2_1.3.3
[16] codetools_0.2-18 splines_4.1.2 mnormt_2.0.2 cachem_1.0.6 knitr_1.37
[21] pkgload_1.2.4 jsonlite_1.8.0 auditor_1.3.3 png_0.1-7 compiler_4.1.2
[26] httr_1.4.2 assertthat_0.2.1 Matrix_1.3-4 fastmap_1.1.0 cli_3.1.0
[31] htmltools_0.5.2 prettyunits_1.1.1 tools_4.1.2 gtable_0.3.0 glue_1.6.1
[36] rappdirs_0.3.3 Rcpp_1.0.8 vctrs_0.3.8 nlme_3.1-153 svglite_2.1.0
[41] psych_2.2.3 timeDate_3043.102 gower_0.2.2 xfun_0.29 stringr_1.4.0
[46] globals_0.14.0 ps_1.6.0 testthat_3.1.0 rvest_1.0.2 lifecycle_1.0.1
[51] devtools_2.4.3 future_1.23.0 MASS_7.3-54 scales_1.2.0 ipred_0.9-12
[56] ragg_1.2.2 flock_0.7 parallel_4.1.2 memoise_2.0.1 reticulate_1.24
[61] gridExtra_2.3 rpart_4.1-15 stringi_1.7.6 RSQLite_2.2.12 highr_0.9
[66] desc_1.4.1 archivist_2.3.6 hnp_1.2-6 hardhat_0.1.6 pkgbuild_1.3.1
[71] lava_1.6.10 rlang_1.0.1 pkgconfig_2.0.3 systemfonts_1.0.4 bitops_1.0-7
[76] evaluate_0.15 lattice_0.20-45 purrr_0.3.4 labeling_0.4.2 bit_4.0.4
[81] tidyselect_1.1.2 processx_3.5.2 parallelly_1.28.1 magrittr_2.0.2 R6_2.5.1
[86] generics_0.1.1 DBI_1.1.1 pillar_1.7.0 whisker_0.4 withr_2.5.0
[91] survival_3.2-13 RCurl_1.98-1.6 nnet_7.3-16 tibble_3.1.5 future.apply_1.8.1
[96] crayon_1.5.1 utf8_1.2.2 tmvnsim_1.0-2 rmarkdown_2.11 ingredients_2.2.0
[101] usethis_2.1.5 grid_4.1.2 blob_1.2.2 callr_3.7.0 digest_0.6.29
[106] webshot_0.5.3 tidyr_1.2.0 textshaping_0.3.6 munsell_0.5.0 viridisLite_0.4.0
[111] sessioninfo_1.2.2
If that can help, I am also having same errors when creating models and explainers from ranger and randomForest directly without tidymodels.
Thanks for any help
Hi I'm having problems with generating
auditorpage. Here's my reproducible example:Output from the console:
My session info:
If that can help, I am also having same errors when creating models and explainers from
rangerandrandomForestdirectly withouttidymodels.Thanks for any help