Run
5859366

Run 5859366

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)_minbucket17
mlr.classif.rpart(29)_cp0.183412274578586
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
0.7048
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8935
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5128
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1107.1321
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1611
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
0.9014
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.907
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.907
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6688
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2891
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8333
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1292.2109
UserCPU time millis
15.352
UserCPU time millis testing
3.259
UserCPU time millis training
12.093