Run
8753664

Run 8753664

Task 34539 (Supervised Classification) Amazon_employee_access Uploaded 30-12-2017 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.trees1082
mlr.classif.ranger(9)_mtry5
mlr.classif.ranger(9)_min.node.size240
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.972661328339018
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
0.8133
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9272
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.256
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1772.8153
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0716
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
0.9217
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9361
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3191
Cross-validation details (10-fold Crossvalidation)
Recall
0.9361
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.656
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2335
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2279
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9757
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1713.3105
UserCPU time millis
311.663
UserCPU time millis testing
9.655
UserCPU time millis training
302.008