DEVELOPMENT... OpenML
Run
187857

Run 187857

Task 3863 (Supervised Classification) hypothyroid Uploaded 25-02-2015 by Felicia West
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Flow

weka.A2DE(3)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(3)_F1
weka.A2DE(3)_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
0.9962
Per class
F measure
0.9829
Per class
Kappa
0.8793
KB relative information score
3036.2972
Mean absolute error
0.025
Mean prior absolute error
0.1426
Number of instances
3772
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9828
Per class
Predictive accuracy
0.983
Prior entropy
0.3928
Recall
0.983
Per class
Relative absolute error
0.1751
Root mean prior squared error
0.2668
Root mean squared error
0.1122
Root relative squared error
0.4204
SciMark benchmark
1331.6907
UserCPU time millis
620
UserCPU time millis testing
510
UserCPU time millis training
110