DEVELOPMENT... OpenML
Run
143958

Run 143958

Task 3775 (Supervised Classification) fri_c2_1000_5 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
0.963
Per class
F measure
0.8987
Per class
Kappa
0.791
KB relative information score
731.952
Mean absolute error
0.1361
Mean prior absolute error
0.4859
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8988
Per class
Predictive accuracy
0.899
Prior entropy
0.9796
Recall
0.899
Per class
Relative absolute error
0.2801
Root mean prior squared error
0.4929
Root mean squared error
0.271
Root relative squared error
0.5498
SciMark benchmark
935.8986