DEVELOPMENT... OpenML
Run
105019

Run 105019

Task 3848 (Supervised Classification) squash-unstored 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
0.7649
Per class
Build CPU time
0.0036
Build memory
181458477.2308
F measure
0.6523
Per class
Kappa
0.3158
KB relative information score
17.0352
Mean absolute error
0.3345
Mean prior absolute error
0.4972
Number of instances
52
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6685
Per class
Predictive accuracy
0.6538
Prior entropy
0.996
Recall
0.6538
Per class
Relative absolute error
0.6728
Root mean prior squared error
0.4985
Root mean squared error
0.4829
Root relative squared error
0.9687
SciMark benchmark
944.3832

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