DEVELOPMENT... OpenML
Run
104671

Run 104671

Task 1777 (Supervised Classification) breast-cancer 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
0.6871
Per class
Build CPU time
0.0027
Build memory
1216043932.8
F measure
0.69
Per class
Kappa
0.2343
KB relative information score
236.9956
Mean absolute error
0.3331
Mean prior absolute error
0.4183
Number of instances
1430
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6845
Per class
Predictive accuracy
0.7049
Prior entropy
0.8796
Recall
0.7049
Per class
Relative absolute error
0.7963
Root mean prior squared error
0.457
Root mean squared error
0.4589
Root relative squared error
1.0042
SciMark benchmark
946.9374