Run
8144264

Run 8144264

Task 9911 (Supervised Classification) Amazon_employee_access Uploaded 18-10-2017 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.trees144
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size1902
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.88084269457031
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
0.8344
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9216
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1436
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-9056.2284
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0829
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
0.915
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9387
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3191
Cross-validation details (10-fold Crossvalidation)
Recall
0.9387
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7595
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2335
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2172
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9302
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1827.8533
UserCPU time millis
21.28
UserCPU time millis testing
0.668
UserCPU time millis training
20.612