Run
34492

Run 34492

Task 4426 (Supervised Classification) bolts 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
0.8621
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8835
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.7413
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
293.5704
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.115
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4571
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Precision
0.8844
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.885
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9403
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.885
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.2516
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.477
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.3391
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.7109
Cross-validation details (10 times 10-fold Crossvalidation)