Run
5858497

Run 5858497

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)_minsplit26
mlr.classif.rpart(29)_minbucket42
mlr.classif.rpart(29)_cp0.379427542444319
mlr.classif.rpart(29)_maxdepth23
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
0.5739
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8229
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1422
Cross-validation details (10-fold Crossvalidation)
KB relative information score
274.6627
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2203
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
0.869
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8707
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.8707
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9144
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3353
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9665
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1268.6635
UserCPU time millis
14.831
UserCPU time millis testing
3.232
UserCPU time millis training
11.599