Run
2430547

Run 2430547

Task 3891 (Supervised Classification) gina_agnostic 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
0.85 ± 0.0185
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8494 ± 0.0187
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6992 ± 0.0371
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2423.5783 ± 13.0569
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1505 ± 0.0186
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4999 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
3468
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8515 ± 0.0181
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8495 ± 0.0186
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.8495 ± 0.0186
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3011 ± 0.0372
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.388 ± 0.0241
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.776 ± 0.0482
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
17.42
UserCPU time millis testing
1.61
UserCPU time millis training
15.81