Run
8776547

Run 8776547

Task 9911 (Supervised Classification) Amazon_employee_access Uploaded 05-01-2018 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.trees950
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size4
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.110209001530893
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
0.8395
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9293
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2479
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-932.241
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0721
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
0.9255
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9419
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3191
Cross-validation details (10-fold Crossvalidation)
Recall
0.9419
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6608
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2335
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.216
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.925
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1724.0312
UserCPU time millis
82.352
UserCPU time millis testing
6.759
UserCPU time millis training
75.593