OpenML
1873365

Run 1873365

Task 3485 (Supervised Classification) scene Uploaded 29-03-2017 by Philipp Probst
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Flow

mlr.classif.rpart(31)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(31)_minsplit38
mlr.classif.rpart(31)_minbucket15
mlr.classif.rpart(31)_cp0.125004311325029
mlr.classif.rpart(31)_maxdepth28
mlr.classif.rpart(31)_xval0
mlr.classif.rpart(31)_openml.seed1
mlr.classif.rpart(31)_openml.kindMersenne-Twister
mlr.classif.rpart(31)_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.

17 Evaluation measures

Area under ROC curve
0.8815
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9064
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6723
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1215.5675
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1459
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2942
Cross-validation details (10-fold Crossvalidation)
Number of instances
2407
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9056
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9094
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.9094
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4961
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2793
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7286
Cross-validation details (10-fold Crossvalidation)