Run
475270

Run 475270

Task 4443 (Supervised Classification) rabe_131 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
0.981
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.984
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.967
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
482.7393
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.016
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4877
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Precision
0.9844
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.984
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9829
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.984
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.0328
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4936
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.1265
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.2563
Cross-validation details (10 times 10-fold Crossvalidation)