OpenML
1664467

Run 1664467

Task 9952 (Supervised Classification) phoneme 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
0.888
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8252
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5889
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2313.2708
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2324
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4147
Cross-validation details (10-fold Crossvalidation)
Number of instances
5404
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8322
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8218
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8218
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5603
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.355
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7797
Cross-validation details (10-fold Crossvalidation)