Run
5858286

Run 5858286

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)_minsplit7
mlr.classif.rpart(29)_minbucket22
mlr.classif.rpart(29)_cp0.15608671028167
mlr.classif.rpart(29)_maxdepth7
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
0.8081
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9275
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6856
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1652.2488
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1214
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
0.9274
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9311
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9311
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.504
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2491
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.718
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1260.5211
UserCPU time millis
16.097
UserCPU time millis testing
3.364
UserCPU time millis training
12.733