Run
1664591

Run 1664591

Task 41 (Supervised Classification) soybean Uploaded 19-07-2016 by Jan van Rijn
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Flow

weka.A2DEUpdateable(1)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.A2DEUpdateable(1)_F1
weka.A2DEUpdateable(1)_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.

17 Evaluation measures

Area under ROC curve
0.9966
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9358
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.931
Cross-validation details (10-fold Crossvalidation)
KB relative information score
642.6322
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.008
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0961
Cross-validation details (10-fold Crossvalidation)
Number of instances
683
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9419
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.937
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.8572
Cross-validation details (10-fold Crossvalidation)
Recall
0.937
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0833
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0724
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3304
Cross-validation details (10-fold Crossvalidation)