Run
2040434

Run 2040434

Task 145682 (Supervised Classification) spectrometer Uploaded 11-04-2017 by Wouter Nuijten
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Flow

weka.FilteredClassifier_J48(3)Weka implementation of FilteredClassifier
weka.J48(38)_C0.25
weka.J48(38)_M2
weka.FilteredClassifier_J48(3)_Fweka.filters.unsupervised.attribute.PrincipalComponents -R 0.95 -A 5 -M 15
weka.FilteredClassifier_J48(3)_Wweka.classifiers.trees.J48

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
0.7182
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.37
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3407
Cross-validation details (10-fold Crossvalidation)
KB relative information score
186.3569
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0268
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0396
Cross-validation details (10-fold Crossvalidation)
Number of instances
531
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3813
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3748
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.3748
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6758
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1519
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0805
Cross-validation details (10-fold Crossvalidation)