Run
8619462

Run 8619462

Task 9911 (Supervised Classification) Amazon_employee_access Uploaded 06-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees570
mlr.classif.ranger(15)_mtry6
mlr.classif.ranger(15)_min.node.size7
mlr.classif.ranger(15)_sample.fraction0.397525895969011
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.8666
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.933
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2636
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-10091.0851
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0892
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
0.9377
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9482
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3191
Cross-validation details (10-fold Crossvalidation)
Recall
0.9482
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.818
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2335
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2001
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.857
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1396.1617
UserCPU time millis
215.35
UserCPU time millis testing
8.51
UserCPU time millis training
206.84