DEVELOPMENT... OpenML
Run
104638

Run 104638

Task 259 (Supervised Classification) credit-approval Uploaded 08-12-2014 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.

21 Evaluation measures

Area under ROC curve
0.9287
Per class
Build CPU time
0.005
Build memory
720873600
F measure
0.8543
Per class
Kappa
0.7081
KB relative information score
152.9145
Mean absolute error
0.1729
Mean prior absolute error
0.4978
Number of instances
227
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8556
Per class
Predictive accuracy
0.8546
Prior entropy
0.9913
Recall
0.8546
Per class
Relative absolute error
0.3473
Root mean prior squared error
0.5008
Root mean squared error
0.3192
Root relative squared error
0.6374
SciMark benchmark
945.7844