DEVELOPMENT... OpenML
Run
104917

Run 104917

Task 3726 (Supervised Classification) sleuth_ex2016 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
0.7704
Per class
Build CPU time
0.0011
Build memory
466014183.3563
F measure
0.7012
Per class
Kappa
0.4025
KB relative information score
31.3456
Mean absolute error
0.3249
Mean prior absolute error
0.4994
Number of instances
87
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.702
Per class
Predictive accuracy
0.7011
Prior entropy
0.9992
Recall
0.7011
Per class
Relative absolute error
0.6505
Root mean prior squared error
0.4997
Root mean squared error
0.4488
Root relative squared error
0.8982
SciMark benchmark
913.4921