Run
2122565

Run 2122565

Task 9911 (Supervised Classification) Amazon_employee_access Uploaded 09-05-2017 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)_minsplit10
mlr.classif.rpart(31)_minbucket47
mlr.classif.rpart(31)_cp0.208317734533921
mlr.classif.rpart(31)_maxdepth3
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
0.6623
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.923
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.153
Cross-validation details (10-fold Crossvalidation)
KB relative information score
43.364
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0956
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
0.9185
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9406
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3191
Cross-validation details (10-fold Crossvalidation)
Recall
0.9406
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8764
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2335
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.231
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9892
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1853.1673
UserCPU time millis
0.989
UserCPU time millis testing
0.396
UserCPU time millis training
0.593