DEVELOPMENT... OpenML
Run
104691

Run 104691

Task 1806 (Supervised Classification) haberman Uploaded 08-12-2014 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.

21 Evaluation measures

Area under ROC curve
0.5826
Per class
Build CPU time
0.0003
Build memory
1222305234.4
F measure
0.6691
Per class
Kappa
0.0969
KB relative information score
-18.2483
Mean absolute error
0.3682
Mean prior absolute error
0.39
Number of instances
1530
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6667
Per class
Predictive accuracy
0.7229
Prior entropy
0.836
Recall
0.7229
Per class
Relative absolute error
0.9442
Root mean prior squared error
0.4412
Root mean squared error
0.4558
Root relative squared error
1.0332
SciMark benchmark
939.059