Run
1873602

Run 1873602

Task 3829 (Supervised Classification) analcatdata_halloffame Uploaded 29-03-2017 by Heidi Seibold
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Flow

mlr.classif.rpart(32)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(32)_xval0
mlr.classif.rpart(32)_openml.seed1
mlr.classif.rpart(32)_openml.kindMersenne-Twister
mlr.classif.rpart(32)_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
0.782
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9345
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6007
Cross-validation details (10-fold Crossvalidation)
KB relative information score
661.5493
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0634
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1697
Cross-validation details (10-fold Crossvalidation)
Number of instances
1340
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9331
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9366
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4493
Cross-validation details (10-fold Crossvalidation)
Recall
0.9366
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3739
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2908
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2519
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.866
Cross-validation details (10-fold Crossvalidation)