Run
573136

Run 573136

Task 34539 (Supervised Classification) Amazon_employee_access Uploaded 29-05-2016 by Rafael Gomes Mantovani
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Flow

classif.rpart(49)Learner classif.rpart from package(s) rpart.
classif.rpart(49)_xval0
classif.rpart(49)_openml.seed1
classif.rpart(49)_openml.kindMersenne-Twister
classif.rpart(49)_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.

20 Evaluation measures

Area under ROC curve
0.7638
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9294
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2912
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3214.7944
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0692
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
0.9247
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9364
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3191
Cross-validation details (10-fold Crossvalidation)
Recall
0.9364
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6343
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2335
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2399
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0271
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.036
UserCPU time millis testing
0.278
UserCPU time millis training
4.758