Run
1810881

Run 1810881

Task 3529 (Supervised Classification) oh5.wc Uploaded 04-08-2016 by Jan van Rijn
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Flow

weka.NBTree(6)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.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

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

17 Evaluation measures

Area under ROC curve
0.9274
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7478
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7167
Cross-validation details (10-fold Crossvalidation)
KB relative information score
632.7662
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0682
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1775
Cross-validation details (10-fold Crossvalidation)
Number of instances
918
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7538
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7495
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.2382
Cross-validation details (10-fold Crossvalidation)
Recall
0.7495
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.384
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2979
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1953
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6557
Cross-validation details (10-fold Crossvalidation)