DEVELOPMENT... OpenML
Run
104860

Run 104860

Task 3656 (Supervised Classification) diabetes_numeric Uploaded 08-12-2014 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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.

21 Evaluation measures

Area under ROC curve
0.4446
Per class
Build CPU time
0.0001
Build memory
1070686602.0465
F measure
0.4943
Per class
Kappa
-0.0591
KB relative information score
0.0405
Mean absolute error
0.4732
Mean prior absolute error
0.4791
Number of instances
43
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4875
Per class
Predictive accuracy
0.5349
Prior entropy
0.971
Recall
0.5349
Per class
Relative absolute error
0.9877
Root mean prior squared error
0.4889
Root mean squared error
0.5191
Root relative squared error
1.0616
SciMark benchmark
942.9279