DEVELOPMENT... OpenML
Run
105077

Run 105077

Task 3915 (Supervised Classification) kc3 Uploaded 09-12-2014 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
0.8083
Per class
Build CPU time
0.0451
Build memory
585458345.1703
F measure
0.8764
Per class
Kappa
0.2187
KB relative information score
-75.9346
Mean absolute error
0.1368
Mean prior absolute error
0.1716
Number of instances
458
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8688
Per class
Predictive accuracy
0.8865
Prior entropy
0.4551
Recall
0.8865
Per class
Relative absolute error
0.7974
Root mean prior squared error
0.2917
Root mean squared error
0.2974
Root relative squared error
1.0198
SciMark benchmark
935.37