* using log directory 'd:/Rcompile/CRANpkg/local/4.4/DALEXtra.Rcheck' * using R version 4.4.3 (2025-02-28 ucrt) * using platform: x86_64-w64-mingw32 * R was compiled by gcc.exe (GCC) 13.3.0 GNU Fortran (GCC) 13.3.0 * running under: Windows Server 2022 x64 (build 20348) * using session charset: UTF-8 * checking for file 'DALEXtra/DESCRIPTION' ... OK * this is package 'DALEXtra' version '2.3.0' * package encoding: UTF-8 * checking package namespace information ... OK * checking package dependencies ... OK * checking if this is a source package ... OK * checking if there is a namespace ... OK * checking for hidden files and directories ... OK * checking for portable file names ... OK * checking whether package 'DALEXtra' can be installed ... OK * checking installed package size ... OK * checking package directory ... OK * checking DESCRIPTION meta-information ... OK * checking top-level files ... OK * checking for left-over files ... OK * checking index information ... OK * checking package subdirectories ... OK * checking code files for non-ASCII characters ... OK * checking R files for syntax errors ... OK * checking whether the package can be loaded ... [4s] OK * checking whether the package can be loaded with stated dependencies ... [3s] OK * checking whether the package can be unloaded cleanly ... [3s] OK * checking whether the namespace can be loaded with stated dependencies ... [2s] OK * checking whether the namespace can be unloaded cleanly ... [2s] OK * checking loading without being on the library search path ... [2s] OK * checking use of S3 registration ... OK * checking dependencies in R code ... OK * checking S3 generic/method consistency ... OK * checking replacement functions ... OK * checking foreign function calls ... OK * checking R code for possible problems ... [9s] OK * checking Rd files ... [1s] OK * checking Rd metadata ... OK * checking Rd cross-references ... OK * checking for missing documentation entries ... OK * checking for code/documentation mismatches ... OK * checking Rd \usage sections ... OK * checking Rd contents ... OK * checking for unstated dependencies in examples ... OK * checking examples ... [5s] ERROR Running examples in 'DALEXtra-Ex.R' failed The error most likely occurred in: > ### Name: explain_xgboost > ### Title: Create explainer from your xgboost model > ### Aliases: explain_xgboost > > ### ** Examples > > library("xgboost") > library("DALEXtra") > library("mlr") Loading required package: ParamHelpers > # 8th column is target that has to be omitted in X data > data <- as.matrix(createDummyFeatures(titanic_imputed[,-8])) > model <- xgboost(data, titanic_imputed$survived, nrounds = 10, + params = list(objective = "binary:logistic"), + prediction = TRUE) Warning in throw_err_or_depr_msg("Parameter(s) have been removed from this function: ", : Parameter(s) have been removed from this function: params. This warning will become an error in a future version. Warning in throw_err_or_depr_msg("Passed unrecognized parameters: ", paste(head(names_unrecognized), : Passed unrecognized parameters: prediction. This warning will become an error in a future version. > # explainer with encode functiom > explainer_1 <- explain_xgboost(model, data = titanic_imputed[,-8], + titanic_imputed$survived, + encode_function = function(data) { + as.matrix(createDummyFeatures(data)) + }) Preparation of a new explainer is initiated -> model label : xgb.Booster (  default  ) -> data : 2207 rows 7 cols -> target variable : 2207 values -> predict function : yhat.xgb.Booster will be used (  default  ) -> predicted values : No value for predict function target column. (  default  ) Error in strsplit(model$params$objective, ":", fixed = TRUE) : non-character argument Calls: explain_xgboost ... explain -> model_info -> model_info.xgb.Booster -> strsplit Execution halted * checking for unstated dependencies in 'tests' ... OK * checking tests ... [470s] ERROR Running 'testthat.R' [469s] Running the tests in 'tests/testthat.R' failed. Complete output: > library(testthat) > library(DALEXtra) Loading required package: DALEX Welcome to DALEX (version: 2.5.3). Find examples and detailed introduction at: http://ema.drwhy.ai/ Additional features will be available after installation of: ggpubr. Use 'install_dependencies()' to get all suggested dependencies > > test_check("DALEXtra") | | | 0% | |============ | 17% | |======================= | 33% | |=================================== | 50% | |=============================================== | 67% | |========================================================== | 83% | |======================================================================| 100%Preparation of a new explainer is initiated -> model label : LM -> data : 9000 rows 6 cols -> target variable : 9000 values -> predict function : yhat.WrappedModel will be used (  default  ) -> predicted values : No value for predict function target column. (  default  ) -> model_info : package mlr , ver. 2.19.3 , task regression (  default  ) -> predicted values : numerical, min = 1792.597 , mean = 3506.836 , max = 6241.447 -> residual function : difference between y and yhat (  default  ) -> residuals : numerical, min = -257.2555 , mean = 4.687686 , max = 472.356  A new explainer has been created!  Preparation of a new explainer is initiated -> model label : RF -> data : 9000 rows 6 cols -> target variable : 9000 values -> predict function : yhat.WrappedModel will be used (  default  ) -> predicted values : No value for predict function target column. (  default  ) -> model_info : package mlr , ver. 2.19.3 , task regression (  default  ) -> predicted values : numerical, min = 1801.378 , mean = 3504.225 , max = 6263.152 -> residual function : difference between y and yhat (  default  ) -> residuals : numerical, min = -539.6745 , mean = 7.298987 , max = 749.5491  A new explainer has been created!  Preparation of a new explainer is initiated -> model label : GBM -> data : 9000 rows 6 cols -> target variable : 9000 values -> predict function : yhat.WrappedModel will be used (  default  ) -> predicted values : No value for predict function target column. (  default  ) -> model_info : package mlr , ver. 2.19.3 , task regression (  default  ) -> predicted values : numerical, min = 2117.311 , mean = 3502.934 , max = 6063.491 -> residual function : difference between y and yhat (  default  ) -> residuals : numerical, min = -552.6742 , mean = 8.589092 , max = 763.0317  A new explainer has been created!  additional arguments ignored in warning() Preparation of a new explainer is initiated -> model label : ranger (  default  ) -> data : 2207 rows 7 cols -> target variable : 2207 values -> predict function : yhat.ranger will be used (  default  ) -> predicted values : No value for predict function target column. (  default  ) -> model_info : package ranger , ver. 0.17.0 , task classification (  default  ) -> predicted values : numerical, min = 0.01107445 , mean = 0.3219879 , max = 0.9882509 -> residual function : difference between y and yhat (  default  ) -> residuals : numerical, min = -0.7878296 , mean = 0.0001688297 , max = 0.8833751  A new explainer has been created!  additional arguments ignored in warning() Saving _problems/test_xgboost_explain-13.R Saving _problems/test_xgboost_explain-31.R Saving _problems/test_xgboost_explain-50.R [ FAIL 3 | WARN 13 | SKIP 10 | PASS 45 ] ══ Skipped tests (10) ══════════════════════════════════════════════════════════ • Conda test env needed for tests (6): 'test_create_env.R:6:3', 'test_create_env.R:27:3', 'test_create_env.R:40:3', 'test_keras_explain.R:6:2', 'test_scikitlearn_explain.R:6:3', 'tests_prints.R:8:3' • JAVA entry needed for tests (4): 'test_h2o_explain.R:8:3', 'test_h2o_explain.R:33:3', 'test_h2o_explain.R:56:3', 'test_h2o_explain.R:90:3' ══ Failed tests ════════════════════════════════════════════════════════════════ ── Error ('test_xgboost_explain.R:11:3'): creating explainer classif ─────────── Error in `strsplit(model$params$objective, ":", fixed = TRUE)`: non-character argument Backtrace: ▆ 1. └─DALEXtra::explain_xgboost(...) at test_xgboost_explain.R:11:3 2. └─DALEX::explain(...) 3. ├─DALEX::model_info(model, is_multiclass = task_subtype) 4. └─DALEXtra:::model_info.xgb.Booster(model, is_multiclass = task_subtype) 5. └─base::strsplit(model$params$objective, ":", fixed = TRUE) ── Error ('test_xgboost_explain.R:29:3'): creating explainer regr ────────────── Error in `strsplit(model$params$objective, ":", fixed = TRUE)`: non-character argument Backtrace: ▆ 1. └─DALEXtra::explain_xgboost(...) at test_xgboost_explain.R:29:3 2. └─DALEX::explain(...) 3. ├─DALEX::model_info(model, is_multiclass = task_subtype) 4. └─DALEXtra:::model_info.xgb.Booster(model, is_multiclass = task_subtype) 5. └─base::strsplit(model$params$objective, ":", fixed = TRUE) ── Error ('test_xgboost_explain.R:48:3'): creating explainer multi ───────────── Error in `strsplit(model$params$objective, ":", fixed = TRUE)`: non-character argument Backtrace: ▆ 1. └─DALEXtra::explain_xgboost(...) at test_xgboost_explain.R:48:3 2. └─DALEX::explain(...) 3. ├─DALEX::model_info(model, is_multiclass = task_subtype) 4. └─DALEXtra:::model_info.xgb.Booster(model, is_multiclass = task_subtype) 5. └─base::strsplit(model$params$objective, ":", fixed = TRUE) [ FAIL 3 | WARN 13 | SKIP 10 | PASS 45 ] Error: ! Test failures. Execution halted * checking PDF version of manual ... [19s] OK * checking HTML version of manual ... [5s] OK * DONE Status: 2 ERRORs