DEVELOPMENT... OpenML
Run
91921

Run 91921

Task 267 (Supervised Classification) diabetes Uploaded 08-12-2014 by Felicia West
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Flow

weka.J48(13)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(13)_C0.25
weka.J48(13)_M2

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
0.6658
Per class
Build CPU time
0.007
Build memory
639596288
F measure
0.7132
Per class
Kappa
0.3764
KB relative information score
59.0182
Mean absolute error
0.3603
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
0.7119
Per class
Predictive accuracy
0.7154
Prior entropy
0.9335
Recall
0.7154
Per class
Relative absolute error
0.7852
Root mean prior squared error
0.4813
Root mean squared error
0.4672
Root relative squared error
0.9708
SciMark benchmark
922.5645