Run
6194027

Run 6194027

Task 145833 (Supervised Classification) bank-marketing Uploaded 27-08-2017 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)_minbucket25
mlr.classif.rpart(29)_cp0.0243728351779282
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
0.7479
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8836
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3791
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5871.4122
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1598
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2066
Cross-validation details (10-fold Crossvalidation)
Number of instances
45211
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8811
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8975
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8975
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7737
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2833
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8816
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1302.5848
UserCPU time millis
3.197
UserCPU time millis testing
0.444
UserCPU time millis training
2.753