DEVELOPMENT... OpenML
Run
187773

Run 187773

Task 3759 (Supervised Classification) fri_c3_500_25 Uploaded 25-02-2015 by Jason
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Flow

weka.A2DE(3)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(3)_F1
weka.A2DE(3)_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
0.9045
Per class
F measure
0.8201
Per class
Kappa
0.6351
KB relative information score
281.2728
Mean absolute error
0.2244
Mean prior absolute error
0.4928
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
0.8202
Per class
Predictive accuracy
0.82
Prior entropy
0.9897
Recall
0.82
Per class
Relative absolute error
0.4554
Root mean prior squared error
0.4964
Root mean squared error
0.3502
Root relative squared error
0.7056
SciMark benchmark
934.0566
UserCPU time millis
90
UserCPU time millis testing
70
UserCPU time millis training
20