Run
475264

Run 475264

Task 4418 (Supervised Classification) schlvote Uploaded 15-09-2015 by Joaquin Vanschoren
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Flow

classif.rpart(26)Learner classif.rpart from package(s) rpart.
classif.rpart(26)_xval0

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.73
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8049
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.4849
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
175.1826
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1895
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.3934
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
380
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Precision
0.8028
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8105
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.8485
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8105
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.4816
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4405
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4353
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9881
Cross-validation details (10 times 10-fold Crossvalidation)