Run
1664539

Run 1664539

Task 3021 (Supervised Classification) sick Uploaded 19-07-2016 by Jan van Rijn
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Flow

weka.A2DE(5)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(5)_F1
weka.A2DE(5)_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
0.9633
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.974
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7758
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1907.0601
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.04
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1152
Cross-validation details (10-fold Crossvalidation)
Number of instances
3772
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9743
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9738
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3333
Cross-validation details (10-fold Crossvalidation)
Recall
0.9738
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3476
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2398
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1482
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6182
Cross-validation details (10-fold Crossvalidation)