DEVELOPMENT... OpenML
Run
104862

Run 104862

Task 3658 (Supervised Classification) fri_c3_250_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
0.9443
Per class
Build CPU time
0.0016
Build memory
171637459.2
F measure
0.8753
Per class
Kappa
0.7486
KB relative information score
166.0998
Mean absolute error
0.1769
Mean prior absolute error
0.4968
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8781
Per class
Predictive accuracy
0.876
Prior entropy
0.9955
Recall
0.876
Per class
Relative absolute error
0.356
Root mean prior squared error
0.4984
Root mean squared error
0.2981
Root relative squared error
0.5982
SciMark benchmark
946.662