Run
8854494

Run 8854494

Task 34539 (Supervised Classification) Amazon_employee_access Uploaded 28-01-2018 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.trees1646
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size794
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.659949135198258
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
0.8494
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9155
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0316
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-9381.0928
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0875
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
0.9064
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9406
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3191
Cross-validation details (10-fold Crossvalidation)
Recall
0.9406
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.802
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2335
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2111
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.904
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1749.533
UserCPU time millis
189.807
UserCPU time millis testing
14.434
UserCPU time millis training
175.373