Run
8063434

Run 8063434

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.trees1148
mlr.classif.ranger(9)_mtry3
mlr.classif.ranger(9)_min.node.size1620
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.280492066708393
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
0.8429
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9152
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0447
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-10838.5624
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0886
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
0.9027
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9378
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3191
Cross-validation details (10-fold Crossvalidation)
Recall
0.9378
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8118
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2335
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2158
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9239
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1808.9842
UserCPU time millis
89.423
UserCPU time millis testing
6.405
UserCPU time millis training
83.018