Run
5863897

Run 5863897

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)_minsplit4
mlr.classif.rpart(29)_minbucket50
mlr.classif.rpart(29)_cp0.0143774342723191
mlr.classif.rpart(29)_maxdepth12
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
0.8502
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9361
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7287
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1818.8421
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1077
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
0.9354
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9375
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9375
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4471
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2355
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6787
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1263.2063
UserCPU time millis
19.906
UserCPU time millis testing
3.195
UserCPU time millis training
16.711