Run
1666069

Run 1666069

Task 3560 (Supervised Classification) analcatdata_dmft Uploaded 20-07-2016 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
0.5572
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1991
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0392
Cross-validation details (10-fold Crossvalidation)
KB relative information score
77.8616
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2721
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2774
Cross-validation details (10-fold Crossvalidation)
Number of instances
797
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.1986
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.202
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5803
Cross-validation details (10-fold Crossvalidation)
Recall
0.202
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.981
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3724
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3833
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0292
Cross-validation details (10-fold Crossvalidation)