DEVELOPMENT... OpenML
Run
187718

Run 187718

Task 3043 (Supervised Classification) sick 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
0.9585
Per class
F measure
0.9755
Per class
Kappa
0.7973
KB relative information score
786.0383
Mean absolute error
0.0381
Mean prior absolute error
0.1193
Number of instances
1244
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9752
Per class
Predictive accuracy
0.9759
Prior entropy
0.3333
Recall
0.9759
Per class
Relative absolute error
0.3191
Root mean prior squared error
0.2482
Root mean squared error
0.145
Root relative squared error
0.5842
SciMark benchmark
1290.1085
UserCPU time millis
580
UserCPU time millis testing
470
UserCPU time millis training
110