Run
8667886

Run 8667886

Task 34539 (Supervised Classification) Amazon_employee_access Uploaded 23-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees441
mlr.classif.ranger(9)_mtry6
mlr.classif.ranger(9)_min.node.size3426
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.958361337170936
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
0.8291
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9146
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0354
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-11432.6338
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0862
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
0.9007
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9377
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3191
Cross-validation details (10-fold Crossvalidation)
Recall
0.9377
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7904
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2335
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2207
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9451
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1854.4431
UserCPU time millis
48.856
UserCPU time millis testing
1.713
UserCPU time millis training
47.143