Run
1814806

Run 1814806

Task 3962 (Supervised Classification) OVA_Breast Uploaded 05-09-2016 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
0.8932
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9335
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8032
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1216.7928
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.064
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3464
Cross-validation details (10-fold Crossvalidation)
Number of instances
1545
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9344
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9353
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7656
Cross-validation details (10-fold Crossvalidation)
Recall
0.9353
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1849
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.416
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2492
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5991
Cross-validation details (10-fold Crossvalidation)