Run
1664592

Run 1664592

Task 3560 (Supervised Classification) analcatdata_dmft 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
0.5489
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2085
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0454
Cross-validation details (10-fold Crossvalidation)
KB relative information score
88.1991
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2711
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2774
Cross-validation details (10-fold Crossvalidation)
Number of instances
797
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2114
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.207
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5803
Cross-validation details (10-fold Crossvalidation)
Recall
0.207
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9772
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3724
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3867
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0383
Cross-validation details (10-fold Crossvalidation)