Run
8639454

Run 8639454

Task 9911 (Supervised Classification) Amazon_employee_access Uploaded 11-12-2017 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.trees127
mlr.classif.ranger(9)_mtry6
mlr.classif.ranger(9)_min.node.size127
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.878050981229171
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
0.8457
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.918
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0547
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-11886.6902
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0949
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
0.9345
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9434
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3191
Cross-validation details (10-fold Crossvalidation)
Recall
0.9434
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8699
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2335
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2117
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9066
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1727.886
UserCPU time millis
43.961
UserCPU time millis testing
1.151
UserCPU time millis training
42.81