DEVELOPMENT... OpenML
Run
143693

Run 143693

Task 37 (Supervised Classification) diabetes Uploaded 31-01-2015 by Felicia West
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Flow

weka.A2DE(2)Webb, Geoffrey I., Boughton, Janice, Zheng, Fei, Ting, Kai Ming, Salem, Houssam (2012). Learning by extrapolation from marginal to full-multivariate probability distributions: decreasingly naive {Bayesian} classification. Machine Learning. 86(2):233-272.
weka.A2DE(2)_F1
weka.A2DE(2)_M1.0

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
0.8172
Per class
F measure
0.7653
Per class
Kappa
0.4782
KB relative information score
262.1315
Mean absolute error
0.3009
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
0.7642
Per class
Predictive accuracy
0.7682
Prior entropy
0.9335
Recall
0.7682
Per class
Relative absolute error
0.6621
Root mean prior squared error
0.4766
Root mean squared error
0.4075
Root relative squared error
0.8549
SciMark benchmark
915.2795