Run
2430539

Run 2430539

Task 3918 (Supervised Classification) pc1 Uploaded 22-06-2017 by Janek Thomas
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Flow

mlr.classif.rpart(38)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(38)_xval0
mlr.classif.rpart(38)_openml.seed1
mlr.classif.rpart(38)_openml.kindMersenne-Twister
mlr.classif.rpart(38)_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.

20 Evaluation measures

Area under ROC curve
0.5798
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9096
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.21
Cross-validation details (10-fold Crossvalidation)
KB relative information score
176.8698
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0775
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1299
Cross-validation details (10-fold Crossvalidation)
Number of instances
1109
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9022
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9225
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3667
Cross-validation details (10-fold Crossvalidation)
Recall
0.9225
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.597
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2542
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2785
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0955
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.23
UserCPU time millis testing
0.07
UserCPU time millis training
0.16