Run
7323182

Run 7323182

Task 14971 (Supervised Classification) Click_prediction_small Uploaded 05-09-2017 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)_minsplit40
mlr.classif.rpart(29)_minbucket44
mlr.classif.rpart(29)_cp0.00133546069264412
mlr.classif.rpart(29)_maxdepth21
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
0.6276
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.764
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0371
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2760.6398
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2691
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2801
Cross-validation details (10-fold Crossvalidation)
Number of instances
39948
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.785
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8323
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8323
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9608
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3675
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9819
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1287.335
UserCPU time millis
3.777
UserCPU time millis testing
0.051
UserCPU time millis training
3.726