Run
2081157

Run 2081157

Task 145682 (Supervised Classification) spectrometer Uploaded 20-04-2017 by Titus Kervezee
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Flow

weka.RandomizableFilteredClassifier_NaiveBayes(1)Weka implementation of RandomizableFilteredClassifier
weka.RandomizableFilteredClassifier_NaiveBayes(1)_S1
weka.RandomizableFilteredClassifier_NaiveBayes(1)_Fweka.filters.unsupervised.attribute.RandomProjection -N 20 -R 42 -D Sparse1
weka.RandomizableFilteredClassifier_NaiveBayes(1)_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
0.8979
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5105
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4949
Cross-validation details (10-fold Crossvalidation)
KB relative information score
276.6935
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0202
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
0.5169
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5198
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.5198
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5095
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1293
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9198
Cross-validation details (10-fold Crossvalidation)