Run
5857518

Run 5857518

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)_minsplit59
mlr.classif.rpart(29)_minbucket24
mlr.classif.rpart(29)_cp0.385832840343937
mlr.classif.rpart(29)_maxdepth4
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
0.5266
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8047
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0487
Cross-validation details (10-fold Crossvalidation)
KB relative information score
84.7303
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2343
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
0.8515
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8631
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.8631
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9726
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3438
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9908
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1268.0134
UserCPU time millis
14.865
UserCPU time millis testing
3.136
UserCPU time millis training
11.729