Run
5867564

Run 5867564

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)_minsplit8
mlr.classif.rpart(29)_minbucket35
mlr.classif.rpart(29)_cp0.0587007675785571
mlr.classif.rpart(29)_maxdepth17
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
0.8529
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9391
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.74
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1871.8976
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1054
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
0.9386
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9408
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9408
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4373
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2316
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6674
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1271.8999
UserCPU time millis
18.126
UserCPU time millis testing
3.267
UserCPU time millis training
14.859