DEVELOPMENT... OpenML
Run
93517

Run 93517

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

weka.OneR(3)R.C. Holte (1993). Very simple classification rules perform well on most commonly used datasets. Machine Learning. 11:63-91.
weka.OneR(3)_B6

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
0.6669
Per class
Build CPU time
0.002
Build memory
330349616
F measure
0.7052
Per class
Kappa
0.3519
KB relative information score
91.6235
Mean absolute error
0.2846
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
0.7067
Per class
Predictive accuracy
0.7154
Prior entropy
0.9335
Recall
0.7154
Per class
Relative absolute error
0.6201
Root mean prior squared error
0.4813
Root mean squared error
0.5335
Root relative squared error
1.1085
SciMark benchmark
946.3269