Run
8604987

Run 8604987

Task 9911 (Supervised Classification) Amazon_employee_access Uploaded 02-12-2017 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.trees317
mlr.classif.ranger(15)_mtry8
mlr.classif.ranger(15)_min.node.size223
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.74496497339569
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
0.8303
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9158
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.024
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-13333.7776
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0988
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
0.9335
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9427
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3191
Cross-validation details (10-fold Crossvalidation)
Recall
0.9427
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9053
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2335
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2175
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9314
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1447.6937
UserCPU time millis
168.03
UserCPU time millis testing
3.36
UserCPU time millis training
164.67