DEVELOPMENT... OpenML
Run
187918

Run 187918

Task 4257 (Supervised Classification) analcatdata_creditscore Uploaded 25-02-2015 by Jason
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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
0.9877
Per class
F measure
0.9802
Per class
Kappa
0.9504
KB relative information score
888.3645
Mean absolute error
0.0484
Mean prior absolute error
0.3963
Number of instances
1000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9814
Per class
Predictive accuracy
0.98
Prior entropy
0.8479
Recall
0.98
Per class
Relative absolute error
0.122
Root mean prior squared error
0.444
Root mean squared error
0.1257
Root relative squared error
0.283
SciMark benchmark
1363.434