DEVELOPMENT... OpenML
Run
143987

Run 143987

Task 3806 (Supervised Classification) fri_c0_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
0.8935
Per class
F measure
0.8416
Per class
Kappa
0.6827
KB relative information score
242.5263
Mean absolute error
0.2762
Mean prior absolute error
0.4994
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
0.8436
Per class
Predictive accuracy
0.842
Prior entropy
0.9991
Recall
0.842
Per class
Relative absolute error
0.5532
Root mean prior squared error
0.4997
Root mean squared error
0.3549
Root relative squared error
0.7103
SciMark benchmark
915.2795