Run
15928

Run 15928

Task 29 (Supervised Classification) credit-approval Uploaded 04-06-2014 by Joaquin Vanschoren
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Flow

weka.NBTree(1)Ron Kohavi: Scaling Up the Accuracy of Naive-Bayes Classifiers: A Decision-Tree Hybrid. In: Second International Conference on Knoledge Discovery and Data Mining, 202-207, 1996.

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.9138
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8475
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6908
Cross-validation details (10-fold Crossvalidation)
KB relative information score
454.2124
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1718
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8476
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8478
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.8478
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3478
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3513
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7068
Cross-validation details (10-fold Crossvalidation)