Run
1665923

Run 1665923

Task 10093 (Supervised Classification) banknote-authentication Uploaded 20-07-2016 by Jan van Rijn
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Flow

weka.ConjunctiveRule(4)Weka implementation of ConjunctiveRule
weka.ConjunctiveRule(4)_N3
weka.ConjunctiveRule(4)_M2.0
weka.ConjunctiveRule(4)_P-1
weka.ConjunctiveRule(4)_S1

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
0.8527
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8239
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6543
Cross-validation details (10-fold Crossvalidation)
KB relative information score
698.3608
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2567
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
0.8515
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8243
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8243
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5197
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3652
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7349
Cross-validation details (10-fold Crossvalidation)