Run
34485

Run 34485

Task 4360 (Supervised Classification) elusage Uploaded 19-10-2014 by RTeam OpenML
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Flow

classif.rpart(1)Learner classif.rpart from package rpart.
classif.rpart(1)_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
0.923
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9167
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.8327
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
455.5237
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0836
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4922
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
550
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Precision
0.924
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9164
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9891
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9164
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.1699
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4959
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.2892
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.5831
Cross-validation details (10 times 10-fold Crossvalidation)