DEVELOPMENT... OpenML
Run
187957

Run 187957

Task 4467 (Supervised Classification) analcatdata_negotiation 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
0.916
Per class
F measure
0.8772
Per class
Kappa
0.7038
KB relative information score
489.4127
Mean absolute error
0.1886
Mean prior absolute error
0.4075
Number of instances
920
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8822
Per class
Predictive accuracy
0.875
Prior entropy
0.8651
Recall
0.875
Per class
Relative absolute error
0.4627
Root mean prior squared error
0.4503
Root mean squared error
0.3161
Root relative squared error
0.702
SciMark benchmark
1372.2145