DEVELOPMENT... OpenML
Run
104681

Run 104681

Task 1787 (Supervised Classification) cmc Uploaded 08-12-2014 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.6912
Per class
Build CPU time
0.0033
Build memory
671880869.7776
F measure
0.5087
Per class
Kappa
0.2446
KB relative information score
1545.0988
Mean absolute error
0.3713
Mean prior absolute error
0.4308
Number of instances
7365
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5196
Per class
Predictive accuracy
0.5045
Prior entropy
1.5392
Recall
0.5045
Per class
Relative absolute error
0.8618
Root mean prior squared error
0.4641
Root mean squared error
0.4401
Root relative squared error
0.9483
SciMark benchmark
943.7068