DEVELOPMENT... OpenML
Run
143980

Run 143980

Task 3798 (Supervised Classification) fri_c1_250_10 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
0.9106
Per class
F measure
0.8592
Per class
Kappa
0.7134
KB relative information score
153.6565
Mean absolute error
0.1999
Mean prior absolute error
0.4929
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8607
Per class
Predictive accuracy
0.86
Prior entropy
0.9898
Recall
0.86
Per class
Relative absolute error
0.4055
Root mean prior squared error
0.4964
Root mean squared error
0.3296
Root relative squared error
0.664
SciMark benchmark
904.3001