DEVELOPMENT... OpenML
Run
104799

Run 104799

Task 3592 (Supervised Classification) fri_c2_100_5 Uploaded 08-12-2014 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.

21 Evaluation measures

Area under ROC curve
0.7106
Per class
Build CPU time
0.0001
Build memory
760809776
F measure
0.728
Per class
Kappa
0.4304
KB relative information score
37.6425
Mean absolute error
0.3087
Mean prior absolute error
0.4804
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7274
Per class
Predictive accuracy
0.73
Prior entropy
0.9721
Recall
0.73
Per class
Relative absolute error
0.6426
Root mean prior squared error
0.4899
Root mean squared error
0.4326
Root relative squared error
0.8831
SciMark benchmark
942.9279