R Under development (unstable) (2026-01-10 r89298 ucrt) -- "Unsuffered Consequences"
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> 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")

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  |======================================================================| 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 =  1802.575 , mean =  3503.98 , max =  6237.562  
  -> residual function :  difference between y and yhat (  default  )
  -> residuals         :  numerical, min =  -527.5289 , mean =  7.543765 , max =  742.3744  
  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 =  2117.432 , mean =  3503.614 , max =  6062.483  
  -> residual function :  difference between y and yhat (  default  )
  -> residuals         :  numerical, min =  -606.8523 , mean =  7.909464 , max =  780.3907  
  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 =  0.01849458 , mean =  0.3218312 , max =  0.9905223  
  -> residual function :  difference between y and yhat (  default  )
  -> residuals         :  numerical, min =  -0.7976892 , mean =  0.000325559 , max =  0.8895139  
  A new explainer has been created!  
additional arguments ignored in warning()
Preparation of a new explainer is initiated
  -> model label       :  xgb.Booster  (  default  )
  -> data              :  7847  rows  5  cols 
  -> target variable   :  7847  values 
  -> predict function  :  yhat.xgb.Booster  will be used (  default  )
  -> predicted values  :  No value for predict function target column. (  default  )
  -> model_info        :  package xgboost , ver. 3.1.2.1 , task multiclass (  default  ) 
  -> predicted values  :  predict function returns multiple columns:  3  (  default  ) 
  -> residual function :  difference between 1 and probability of true class (  default  )
  -> residuals         :  numerical, min =  0.04118502 , mean =  0.389793 , max =  0.9741297  
  A new explainer has been created!  
[ FAIL 0 | WARN 7 | SKIP 10 | PASS 57 ]

══ 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'

[ FAIL 0 | WARN 7 | SKIP 10 | PASS 57 ]
> 
> proc.time()
   user  system elapsed 
 301.48   23.28  321.71