Run
473561

Run 473561

Task 4496 (Supervised Classification) rabe_97 Uploaded 07-09-2015 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
0.8228
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8149
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.6342
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
288.0824
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1848
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4964
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
460
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Precision
0.8319
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8152
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.995
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8152
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.3723
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4981
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4299
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.863
Cross-validation details (10 times 10-fold Crossvalidation)