Run
2070693

Run 2070693

Task 145682 (Supervised Classification) spectrometer Uploaded 19-04-2017 by Freek Rooks
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Flow

weka.RandomizableFilteredClassifier_Vote_BayesNet(1)Weka implementation of RandomizableFilteredClassifier
weka.RandomizableFilteredClassifier_Vote_BayesNet(1)_S1
weka.RandomizableFilteredClassifier_Vote_BayesNet(1)_Fweka.filters.unsupervised.attribute.RandomProjection -N 50 -R 42 -D Sparse1
weka.RandomizableFilteredClassifier_Vote_BayesNet(1)_Wweka.classifiers.meta.Vote
weka.Vote_BayesNet(1)_RAVG
weka.Vote_BayesNet(1)_S1
weka.Vote_BayesNet(1)_Bweka.classifiers.bayes.BayesNet -D -Q weka.classifiers.bayes.net.search.local.HillClimber -- -P 2 -S BAYES -E weka.classifiers.bayes.net.estimate.SimpleEstimator -- -A 0.30000001192092896

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
0.9751
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6602
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6617
Cross-validation details (10-fold Crossvalidation)
KB relative information score
351.8542
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0205
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
0.6593
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6798
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.6798
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.518
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0966
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6867
Cross-validation details (10-fold Crossvalidation)