DEVELOPMENT... OpenML
Run
104660

Run 104660

Task 283 (Supervised Classification) vehicle 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
0.8962
Per class
Build CPU time
0.017
Build memory
1926826808
F measure
0.6737
Per class
Kappa
0.5652
KB relative information score
168.799
Mean absolute error
0.174
Mean prior absolute error
0.3748
Number of instances
279
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6779
Per class
Predictive accuracy
0.6738
Prior entropy
1.9991
Recall
0.6738
Per class
Relative absolute error
0.4642
Root mean prior squared error
0.4328
Root mean squared error
0.3226
Root relative squared error
0.7453
SciMark benchmark
918.4301