Run
475246

Run 475246

Task 4459 (Supervised Classification) sleuth_case1202 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
0.7795
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7834
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.5485
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
492.3393
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2183
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.475
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
930
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Precision
0.7876
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7817
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9645
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7817
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.4595
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4871
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4672
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9592
Cross-validation details (10 times 10-fold Crossvalidation)