DEVELOPMENT... OpenML
Run
143834

Run 143834

Task 3643 (Supervised Classification) sleuth_ex1714 Uploaded 31-01-2015 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.

22 Evaluation measures

Area under ROC curve
0.9259
Per class
F measure
0.9153
Per class
Kappa
0.8282
KB relative information score
34.2855
Mean absolute error
0.1413
Mean prior absolute error
0.4894
Number of instances
47
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.919
Per class
Predictive accuracy
0.9149
Prior entropy
0.9852
Recall
0.9149
Per class
Relative absolute error
0.2887
Root mean prior squared error
0.4944
Root mean squared error
0.2784
Root relative squared error
0.5631
SciMark benchmark
904.3001