DEVELOPMENT... OpenML
Run
187695

Run 187695

Task 4542 (Supervised Classification) hayes-roth Uploaded 25-02-2015 by Felicia West
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Flow

weka.A1DE(4)G. Webb, J. Boughton, Z. Wang (2005). Not So Naive Bayes: Aggregating One-Dependence Estimators. Machine Learning. 58(1):5-24.
weka.A1DE(4)_F1
weka.A1DE(4)_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.

22 Evaluation measures

Area under ROC curve
0.4744
Per class
F measure
0.4645
Per class
Kappa
-0.0142
KB relative information score
-8.5372
Mean absolute error
0.4768
Mean prior absolute error
0.4746
Number of instances
1320
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.407
Per class
Predictive accuracy
0.6061
Prior entropy
0.9635
Recall
0.6061
Per class
Relative absolute error
1.0047
Root mean prior squared error
0.4869
Root mean squared error
0.49
Root relative squared error
1.0064
SciMark benchmark
1073.494