DEVELOPMENT... OpenML
Run
187705

Run 187705

Task 4627 (Supervised Classification) desharnais 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
0.6732
Per class
F measure
0.6675
Per class
Kappa
0.423
KB relative information score
226.2872
Mean absolute error
0.2881
Mean prior absolute error
0.3804
Number of instances
810
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6548
Per class
Predictive accuracy
0.6938
Prior entropy
1.3765
Recall
0.6938
Per class
Relative absolute error
0.7573
Root mean prior squared error
0.4348
Root mean squared error
0.4044
Root relative squared error
0.9301
SciMark benchmark
1073.494