DEVELOPMENT... OpenML
Run
170534

Run 170534

Task 4361 (Supervised Classification) diabetes_numeric Uploaded 20-02-2015 by Jason
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Flow

weka.J48(28)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(28)_C0.25
weka.J48(28)_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.

22 Evaluation measures

Area under ROC curve
0.517
Per class
F measure
0.5438
Per class
Kappa
0.0533
KB relative information score
23.8568
Mean absolute error
0.4519
Mean prior absolute error
0.4791
Number of instances
430
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5561
Per class
Predictive accuracy
0.5907
Prior entropy
0.971
Recall
0.5907
Per class
Relative absolute error
0.9432
Root mean prior squared error
0.4889
Root mean squared error
0.5392
Root relative squared error
1.1028
SciMark benchmark
1418.5826