Run
2042310

Run 2042310

Task 145682 (Supervised Classification) spectrometer Uploaded 17-04-2017 by Stilyan Tonchev
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Flow

weka.FilteredClassifier_FilteredClassifier_BayesNet(1)Weka implementation of FilteredClassifier
weka.BayesNet(2)_Dtrue
weka.BayesNet(2)_Qweka.classifiers.bayes.net.search.local.HillClimber
weka.FilteredClassifier_FilteredClassifier_BayesNet(1)_Fweka.filters.unsupervised.attribute.Remove -R 1
weka.FilteredClassifier_FilteredClassifier_BayesNet(1)_Wweka.classifiers.meta.FilteredClassifier
weka.FilteredClassifier_BayesNet(1)_Fweka.filters.unsupervised.attribute.RandomProjection -N 77 -R 1337 -D Gaussian
weka.FilteredClassifier_BayesNet(1)_Wweka.classifiers.bayes.BayesNet

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
0.9156
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5602
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5576
Cross-validation details (10-fold Crossvalidation)
KB relative information score
298.148
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0171
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
0.5671
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5819
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.5819
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4303
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.124
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8818
Cross-validation details (10-fold Crossvalidation)