DEVELOPMENT... OpenML
Run
187609

Run 187609

Task 3851 (Supervised Classification) fl2000 Uploaded 25-02-2015 by Jason
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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
0.8049
Per class
F measure
0.6951
Per class
Kappa
0.3528
KB relative information score
27.0169
Mean absolute error
0.2795
Mean prior absolute error
0.4757
Number of instances
67
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.16.0-29-generic]
Precision
0.72
Per class
Predictive accuracy
0.7164
Prior entropy
0.9656
Recall
0.7164
Per class
Relative absolute error
0.5875
Root mean prior squared error
0.4873
Root mean squared error
0.4365
Root relative squared error
0.8956
SciMark benchmark
1028.5889