DEVELOPMENT... OpenML
Run
104947

Run 104947

Task 3754 (Supervised Classification) sleuth_case1202 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
0.8382
Per class
Build CPU time
0.0003
Build memory
1301320393.5484
F measure
0.8514
Per class
Kappa
0.7011
KB relative information score
48.7237
Mean absolute error
0.2345
Mean prior absolute error
0.475
Number of instances
93
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8815
Per class
Predictive accuracy
0.8495
Prior entropy
0.9645
Recall
0.8495
Per class
Relative absolute error
0.4936
Root mean prior squared error
0.4871
Root mean squared error
0.3547
Root relative squared error
0.7281
SciMark benchmark
943.1817