Run
572630

Run 572630

Task 3504 (Supervised Classification) webdata_wXa Uploaded 11-05-2016 by Rafael Gomes Mantovani
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Flow

classif.rpart(49)Learner classif.rpart from package(s) rpart.
classif.rpart(49)_xval0
classif.rpart(49)_openml.seed1
classif.rpart(49)_openml.kindMersenne-Twister
classif.rpart(49)_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
0.6927
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8025
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4325
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15916.6305
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1845
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3648
Cross-validation details (10-fold Crossvalidation)
Number of instances
36974
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8022
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8155
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7951
Cross-validation details (10-fold Crossvalidation)
Recall
0.8155
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5056
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4271
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4295
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0056
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
23.925
UserCPU time millis testing
0.399
UserCPU time millis training
23.526