OpenML
1665573

Run 1665573

Task 10093 (Supervised Classification) banknote-authentication Uploaded 19-07-2016 by Jan van Rijn
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Flow

weka.OLM(4)Arie Ben-David (1992). Automatic Generation of Symbolic Multiattribute Ordinal Knowledge-Based DSSs: methodology and Applications. Decision Sciences. 23:1357-1372.
weka.OLM(4)_R0
weka.OLM(4)_C1
weka.OLM(4)_U0

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
0.5298
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4589
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0657
Cross-validation details (10-fold Crossvalidation)
KB relative information score
201.3946
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4191
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
1372
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.698
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5809
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.5809
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8486
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6474
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3028
Cross-validation details (10-fold Crossvalidation)