Run
5860207

Run 5860207

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 13-07-2017 by OpenML_Bot R
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Flow

mlr.classif.rpart(29)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(29)_minsplit40
mlr.classif.rpart(29)_minbucket26
mlr.classif.rpart(29)_cp0.0711856298148632
mlr.classif.rpart(29)_maxdepth26
mlr.classif.rpart(29)_xval0
mlr.classif.rpart(29)_openml.seed1
mlr.classif.rpart(29)_openml.kindMersenne-Twister
mlr.classif.rpart(29)_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
0.8427
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.936
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7261
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1812.2815
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1096
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2409
Cross-validation details (10-fold Crossvalidation)
Number of instances
3279
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9355
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9381
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9381
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4549
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2368
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6826
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1281.0005
UserCPU time millis
17.713
UserCPU time millis testing
3.18
UserCPU time millis training
14.533