Run
8765919

Run 8765919

Task 34539 (Supervised Classification) Amazon_employee_access Uploaded 31-12-2017 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.trees1160
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size12
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.194386098510586
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
0.8163
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.929
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2541
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-653.7742
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0701
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
0.9242
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9403
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3191
Cross-validation details (10-fold Crossvalidation)
Recall
0.9403
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6425
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2335
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.225
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9634
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1730.6893
UserCPU time millis
113.339
UserCPU time millis testing
8.36
UserCPU time millis training
104.979