DEVELOPMENT... OpenML
Run
144049

Run 144049

Task 3877 (Supervised Classification) analcatdata_dmft 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
0.4829
Per class
F measure
0.7082
Per class
Kappa
-0.0389
KB relative information score
-152.7012
Mean absolute error
0.3205
Mean prior absolute error
0.3138
Number of instances
797
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6543
Per class
Predictive accuracy
0.7804
Prior entropy
0.7123
Recall
0.7804
Per class
Relative absolute error
1.0215
Root mean prior squared error
0.3958
Root mean squared error
0.4217
Root relative squared error
1.0655
SciMark benchmark
935.8986