DEVELOPMENT... OpenML
Run
104676

Run 104676

Task 271 (Supervised Classification) soybean 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
0.9978
Per class
Build CPU time
0.633
Build memory
578800552
F measure
0.9413
Per class
Kappa
0.936
KB relative information score
209.3327
Mean absolute error
0.0077
Mean prior absolute error
0.0958
Number of instances
225
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9442
Per class
Predictive accuracy
0.9422
Prior entropy
3.8572
Recall
0.9422
Per class
Relative absolute error
0.0804
Root mean prior squared error
0.2185
Root mean squared error
0.0668
Root relative squared error
0.306
SciMark benchmark
943.521