Run
2089620

Run 2089620

Task 34539 (Supervised Classification) Amazon_employee_access Uploaded 03-05-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.rpart(31)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(31)_minsplit48
mlr.classif.rpart(31)_minbucket56
mlr.classif.rpart(31)_cp0.164163126377389
mlr.classif.rpart(31)_maxdepth15
mlr.classif.rpart(31)_xval0
mlr.classif.rpart(31)_openml.seed1
mlr.classif.rpart(31)_openml.kindMersenne-Twister
mlr.classif.rpart(31)_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
0.7199
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9275
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2309
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-374.1003
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0826
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
0.9225
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.94
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3191
Cross-validation details (10-fold Crossvalidation)
Recall
0.94
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7573
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2335
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2278
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9756
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1700.8671
UserCPU time millis
1.55
UserCPU time millis testing
0.378
UserCPU time millis training
1.172