DEVELOPMENT... OpenML
Run
102603

Run 102603

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

weka.IBk(2)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(2)_Atrue
weka.IBk(2)_K1
weka.IBk(2)_W0

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
0.6725
Per class
Build CPU time
0.0003
Build memory
558516407.8125
F measure
0.7006
Per class
Kappa
0.3363
KB relative information score
244.9883
Mean absolute error
0.2975
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
0.6988
Per class
Predictive accuracy
0.7031
Prior entropy
0.9335
Recall
0.7031
Per class
Relative absolute error
0.6545
Root mean prior squared error
0.4766
Root mean squared error
0.5441
Root relative squared error
1.1415
SciMark benchmark
844.3635