DEVELOPMENT... OpenML
Run
143895

Run 143895

Task 3707 (Supervised Classification) analcatdata_runshoes Uploaded 31-01-2015 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.

22 Evaluation measures

Area under ROC curve
0.6782
Per class
F measure
0.6511
Per class
Kappa
0.2759
KB relative information score
9.6927
Mean absolute error
0.4046
Mean prior absolute error
0.4806
Number of instances
60
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6526
Per class
Predictive accuracy
0.65
Prior entropy
0.9728
Recall
0.65
Per class
Relative absolute error
0.8417
Root mean prior squared error
0.4899
Root mean squared error
0.4949
Root relative squared error
1.0103
SciMark benchmark
935.8986

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