Run
8176845

Run 8176845

Task 9911 (Supervised Classification) Amazon_employee_access Uploaded 19-10-2017 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.trees1344
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size23
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.380545786442235
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
0.8423
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9297
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.253
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-82.0493
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0706
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
0.9259
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.942
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3191
Cross-validation details (10-fold Crossvalidation)
Recall
0.942
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6471
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2335
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2166
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9276
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1707.907
UserCPU time millis
203.397
UserCPU time millis testing
15.019
UserCPU time millis training
188.378