Run
1664463

Run 1664463

Task 9908 (Supervised Classification) autoUniv-au4-2500 Uploaded 19-07-2016 by Jan van Rijn
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Flow

weka.A1DE(28)G. Webb, J. Boughton, Z. Wang (2005). Not So Naive Bayes: Aggregating One-Dependence Estimators. Machine Learning. 58(1):5-24.
weka.A1DE(28)_F1
weka.A1DE(28)_M1.0

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
0.6469
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5497
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2066
Cross-validation details (10-fold Crossvalidation)
KB relative information score
311.6035
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3438
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3794
Cross-validation details (10-fold Crossvalidation)
Number of instances
2500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5389
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5708
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3187
Cross-validation details (10-fold Crossvalidation)
Recall
0.5708
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9061
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4355
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4248
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9755
Cross-validation details (10-fold Crossvalidation)