DEVELOPMENT... OpenML
Run
103200

Run 103200

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

weka.JRip(2)William W. Cohen: Fast Effective Rule Induction. In: Twelfth International Conference on Machine Learning, 115-123, 1995.
weka.JRip(2)_F3
weka.JRip(2)_N2.0
weka.JRip(2)_O2
weka.JRip(2)_S1

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
0.7269
Per class
Build CPU time
0.0326
Build memory
814412582.5
F measure
0.7465
Per class
Kappa
0.4345
KB relative information score
201.2167
Mean absolute error
0.3459
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
0.7455
Per class
Predictive accuracy
0.7513
Prior entropy
0.9335
Recall
0.7513
Per class
Relative absolute error
0.7612
Root mean prior squared error
0.4766
Root mean squared error
0.43
Root relative squared error
0.9022
SciMark benchmark
931.9838