DEVELOPMENT... OpenML
Run
104441

Run 104441

Task 267 (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
0.8019
Per class
Build CPU time
0.003
Build memory
417367968
F measure
0.714
Per class
Kappa
0.3793
KB relative information score
83.9976
Mean absolute error
0.3062
Mean prior absolute error
0.4589
Number of instances
253
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7129
Per class
Predictive accuracy
0.7154
Prior entropy
0.9335
Recall
0.7154
Per class
Relative absolute error
0.6673
Root mean prior squared error
0.4813
Root mean squared error
0.4276
Root relative squared error
0.8884
SciMark benchmark
942.4411