DEVELOPMENT... OpenML
Run
104827

Run 104827

Task 3622 (Supervised Classification) autoPrice 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
0.9924
Per class
Build CPU time
0.0024
Build memory
1939890792.0503
F measure
0.9619
Per class
Kappa
0.9143
KB relative information score
144.8913
Mean absolute error
0.0373
Mean prior absolute error
0.4492
Number of instances
159
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9629
Per class
Predictive accuracy
0.9623
Prior entropy
0.9264
Recall
0.9623
Per class
Relative absolute error
0.0831
Root mean prior squared error
0.4736
Root mean squared error
0.1748
Root relative squared error
0.3692
SciMark benchmark
918.4301