DEVELOPMENT... OpenML
Run
187676

Run 187676

Task 4304 (Supervised Classification) machine_cpu 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
0.9755
Per class
F measure
0.9373
Per class
Kappa
0.8401
KB relative information score
1661.9043
Mean absolute error
0.076
Mean prior absolute error
0.3933
Number of instances
2090
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9373
Per class
Predictive accuracy
0.9373
Prior entropy
0.8417
Recall
0.9373
Per class
Relative absolute error
0.1932
Root mean prior squared error
0.4429
Root mean squared error
0.2193
Root relative squared error
0.4953
SciMark benchmark
1304.9611