DEVELOPMENT... OpenML
Run
143729

Run 143729

Task 2142 (Supervised Classification) BNG(breast-w) 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
0.9991
Per class
F measure
0.9874
Per class
Kappa
0.9722
KB relative information score
37851.0467
Mean absolute error
0.018
Mean prior absolute error
0.4514
Number of instances
39366
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9875
Per class
Predictive accuracy
0.9874
Prior entropy
0.9287
Recall
0.9874
Per class
Relative absolute error
0.0398
Root mean prior squared error
0.4751
Root mean squared error
0.0984
Root relative squared error
0.2071
SciMark benchmark
915.2795
UserCPU time millis
650
UserCPU time millis testing
320
UserCPU time millis training
330