Run
8638228

Run 8638228

Task 34539 (Supervised Classification) Amazon_employee_access Uploaded 11-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1267
mlr.classif.ranger(16)_mtry6
mlr.classif.ranger(16)_min.node.size342
mlr.classif.ranger(16)_sample.fraction0.745214075176045
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.8128
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.926
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2355
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2413.123
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0725
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
0.9201
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9362
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3191
Cross-validation details (10-fold Crossvalidation)
Recall
0.9362
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6648
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2335
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2273
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9734
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1457.7998
UserCPU time millis
172.28
UserCPU time millis testing
7.565
UserCPU time millis training
164.715