DEVELOPMENT... OpenML
Run
104872

Run 104872

Task 3673 (Supervised Classification) fri_c0_100_10 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
0.5016
Per class
Build CPU time
0.0008
Build memory
1609441177.6
F measure
0.4971
Per class
Kappa
-0.0183
KB relative information score
-0.0368
Mean absolute error
0.4919
Mean prior absolute error
0.4951
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
0.4959
Per class
Predictive accuracy
0.5
Prior entropy
0.9931
Recall
0.5
Per class
Relative absolute error
0.9936
Root mean prior squared error
0.4975
Root mean squared error
0.5447
Root relative squared error
1.0948
SciMark benchmark
915.0385