DEVELOPMENT... OpenML
Run
143989

Run 143989

Task 3808 (Supervised Classification) kidney 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
0.8038
Per class
F measure
0.7105
Per class
Kappa
0.4194
KB relative information score
26.4633
Mean absolute error
0.3321
Mean prior absolute error
0.4987
Number of instances
76
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7105
Per class
Predictive accuracy
0.7105
Prior entropy
0.9981
Recall
0.7105
Per class
Relative absolute error
0.666
Root mean prior squared error
0.4993
Root mean squared error
0.4209
Root relative squared error
0.8429
SciMark benchmark
923.9763