DEVELOPMENT... OpenML
Run
187937

Run 187937

Task 4351 (Supervised Classification) rabe_265 Uploaded 25-02-2015 by Felicia West
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Flow

weka.A2DE(3)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(3)_F1
weka.A2DE(3)_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
0.5508
Per class
F measure
0.567
Per class
Kappa
0.1541
KB relative information score
54.7157
Mean absolute error
0.4383
Mean prior absolute error
0.485
Number of instances
510
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6621
Per class
Predictive accuracy
0.6353
Prior entropy
0.9791
Recall
0.6353
Per class
Relative absolute error
0.9038
Root mean prior squared error
0.4922
Root mean squared error
0.4888
Root relative squared error
0.9932
SciMark benchmark
1372.2145