Run
2432901

Run 2432901

Task 36 (Supervised Classification) segment Uploaded 23-06-2017 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
0.952
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9181
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.904
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2104.9486
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0235
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2449
Cross-validation details (10-fold Crossvalidation)
Number of instances
2310
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9198
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9177
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.8074
Cross-validation details (10-fold Crossvalidation)
Recall
0.9177
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.096
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3499
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1533
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4381
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.62
UserCPU time millis testing
0.06
UserCPU time millis training
0.56