Run
2042180

Run 2042180

Task 145682 (Supervised Classification) spectrometer Uploaded 16-04-2017 by Claire Claassen
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Flow

weka.FilteredClassifier_NaiveBayes(3)Weka implementation of FilteredClassifier
weka.NaiveBayes(16)_Dtrue
weka.FilteredClassifier_NaiveBayes(3)_Fweka.filters.unsupervised.attribute.Normalize -S 1.0 -T 0.0
weka.FilteredClassifier_NaiveBayes(3)_Wweka.classifiers.bayes.NaiveBayes

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
0.8427
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4261
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4331
Cross-validation details (10-fold Crossvalidation)
KB relative information score
228.4179
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0224
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
0.4012
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4652
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.4652
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5647
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1433
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0192
Cross-validation details (10-fold Crossvalidation)