DEVELOPMENT... OpenML
Run
143965

Run 143965

Task 3783 (Supervised Classification) fri_c2_500_50 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
0.9133
Per class
F measure
0.8793
Per class
Kappa
0.7494
KB relative information score
333.0819
Mean absolute error
0.1685
Mean prior absolute error
0.4839
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.88
Per class
Predictive accuracy
0.88
Prior entropy
0.9767
Recall
0.88
Per class
Relative absolute error
0.3481
Root mean prior squared error
0.4918
Root mean squared error
0.325
Root relative squared error
0.6609
SciMark benchmark
923.9763
UserCPU time millis
600
UserCPU time millis testing
510
UserCPU time millis training
90