DEVELOPMENT... OpenML
Run
187517

Run 187517

Task 3657 (Supervised Classification) fri_c2_500_5 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
0.898
Per class
F measure
0.8353
Per class
Kappa
0.6567
KB relative information score
296.7638
Mean absolute error
0.2013
Mean prior absolute error
0.4816
Number of instances
500
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8352
Per class
Predictive accuracy
0.836
Prior entropy
0.9735
Recall
0.836
Per class
Relative absolute error
0.4179
Root mean prior squared error
0.4907
Root mean squared error
0.3495
Root relative squared error
0.7123
SciMark benchmark
1337.7959