Run
475247

Run 475247

Task 4387 (Supervised Classification) diggle_table_a1 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
0.5819
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.5829
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.1641
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
79.0289
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.4167
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4992
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
480
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Precision
0.5828
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.5833
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9988
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.5833
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.8347
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.6455
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.2921
Cross-validation details (10 times 10-fold Crossvalidation)