DEVELOPMENT... OpenML
Run
143981

Run 143981

Task 3799 (Supervised Classification) fri_c3_500_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
0.9261
Per class
F measure
0.8434
Per class
Kappa
0.6838
KB relative information score
302.2492
Mean absolute error
0.2068
Mean prior absolute error
0.4961
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
0.8445
Per class
Predictive accuracy
0.844
Prior entropy
0.9945
Recall
0.844
Per class
Relative absolute error
0.4168
Root mean prior squared error
0.4981
Root mean squared error
0.3219
Root relative squared error
0.6462
SciMark benchmark
935.8986
UserCPU time millis
10
UserCPU time millis testing
10