DEVELOPMENT... OpenML
Run
187851

Run 187851

Task 3860 (Supervised Classification) balance-scale 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
0.8813
Per class
F measure
0.8209
Per class
Kappa
0.6438
KB relative information score
327.9173
Mean absolute error
0.2468
Mean prior absolute error
0.4969
Number of instances
625
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.857
Per class
Predictive accuracy
0.8272
Prior entropy
0.9956
Recall
0.8272
Per class
Relative absolute error
0.4966
Root mean prior squared error
0.4985
Root mean squared error
0.339
Root relative squared error
0.68
SciMark benchmark
934.0566