Run
8239454

Run 8239454

Task 9911 (Supervised Classification) Amazon_employee_access Uploaded 25-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees421
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size3
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.494663705606945
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.8585
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9313
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2598
Cross-validation details (10-fold Crossvalidation)
KB relative information score
656.2009
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0708
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1091
Cross-validation details (10-fold Crossvalidation)
Number of instances
32769
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9298
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9447
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3191
Cross-validation details (10-fold Crossvalidation)
Recall
0.9447
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6492
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2335
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2082
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8916
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1844.2985
UserCPU time millis
72.104
UserCPU time millis testing
5.293
UserCPU time millis training
66.811