DEVELOPMENT... OpenML
Run
104388

Run 104388

Task 37 (Supervised Classification) diabetes Uploaded 08-12-2014 by Felicia West
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Flow

weka.A1DE(2)G. Webb, J. Boughton, Z. Wang (2005). Not So Naive Bayes: Aggregating One-Dependence Estimators. Machine Learning. 58(1):5-24.
weka.A1DE(2)_F1
weka.A1DE(2)_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.

21 Evaluation measures

Area under ROC curve
0.8149
Per class
Build CPU time
0.004
Build memory
478727384
F measure
0.7614
Per class
Kappa
0.4698
KB relative information score
264.6413
Mean absolute error
0.2986
Mean prior absolute error
0.4545
Number of instances
768
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7603
Per class
Predictive accuracy
0.7643
Prior entropy
0.9335
Recall
0.7643
Per class
Relative absolute error
0.6571
Root mean prior squared error
0.4766
Root mean squared error
0.41
Root relative squared error
0.8602
SciMark benchmark
945.7844