Run
5859311

Run 5859311

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)_minsplit37
mlr.classif.rpart(29)_minbucket40
mlr.classif.rpart(29)_cp0.355306845624
mlr.classif.rpart(29)_maxdepth6
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
0.6645
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8806
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4431
Cross-validation details (10-fold Crossvalidation)
KB relative information score
945.4898
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1731
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
0.8976
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9003
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9003
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7183
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2994
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8628
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1283.0778
UserCPU time millis
14.965
UserCPU time millis testing
3.238
UserCPU time millis training
11.727