DEVELOPMENT... OpenML
Run
187521

Run 187521

Task 3717 (Supervised Classification) analcatdata_gsssexsurvey 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
0.5675
Per class
F measure
0.7017
Per class
Kappa
0.0509
KB relative information score
5.0727
Mean absolute error
0.3197
Mean prior absolute error
0.3453
Number of instances
159
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6869
Per class
Predictive accuracy
0.761
Prior entropy
0.7667
Recall
0.761
Per class
Relative absolute error
0.926
Root mean prior squared error
0.4143
Root mean squared error
0.4101
Root relative squared error
0.9897
SciMark benchmark
1337.7959