DEVELOPMENT... OpenML
Run
187686

Run 187686

Task 4466 (Supervised Classification) hip 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
0.8606
Per class
F measure
0.7667
Per class
Kappa
0.5339
KB relative information score
260.7087
Mean absolute error
0.2654
Mean prior absolute error
0.4993
Number of instances
540
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.773
Per class
Predictive accuracy
0.7685
Prior entropy
0.9991
Recall
0.7685
Per class
Relative absolute error
0.5316
Root mean prior squared error
0.4997
Root mean squared error
0.4
Root relative squared error
0.8006
SciMark benchmark
1304.9611