Run
1665843

Run 1665843

Task 3494 (Supervised Classification) monks-problems-3 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
0.7851
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7757
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5603
Cross-validation details (10-fold Crossvalidation)
KB relative information score
226.6556
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3115
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4992
Cross-validation details (10-fold Crossvalidation)
Number of instances
554
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8164
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7834
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9989
Cross-validation details (10-fold Crossvalidation)
Recall
0.7834
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.624
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4013
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8032
Cross-validation details (10-fold Crossvalidation)