Run
8645099

Run 8645099

Task 34539 (Supervised Classification) Amazon_employee_access Uploaded 12-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1924
mlr.classif.ranger(15)_mtry5
mlr.classif.ranger(15)_min.node.size3
mlr.classif.ranger(15)_sample.fraction0.792366479430348
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.8713
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9438
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4165
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-5754.202
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0799
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
0.9433
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9518
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3191
Cross-validation details (10-fold Crossvalidation)
Recall
0.9518
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.732
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2335
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1962
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8403
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1332.6434
Total cost
UserCPU time millis
1424.44
UserCPU time millis testing
47.8
UserCPU time millis training
1376.64