DEVELOPMENT... OpenML
Run
200832

Run 200832

Task 37 (Supervised Classification) diabetes Uploaded 27-02-2015 by Felicia West
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Flow

weka.IBk(4)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(4)_K3
weka.IBk(4)_W0
weka.IBk(4)_Atrue

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
0.7551
Per class
F measure
0.7403
Per class
Kappa
0.4213
KB relative information score
247.9026
Mean absolute error
0.3044
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
0.739
Per class
Predictive accuracy
0.7448
Prior entropy
0.9335
Recall
0.7448
Per class
Relative absolute error
0.6699
Root mean prior squared error
0.4766
Root mean squared error
0.4449
Root relative squared error
0.9335
SciMark benchmark
854.5188
UserCPU time millis
250
UserCPU time millis testing
250