Run
2042403

Run 2042403

Task 145682 (Supervised Classification) spectrometer Uploaded 17-04-2017 by Derek Lagrouw
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Flow

weka.FilteredClassifier_FilteredClassifier_Vote_SimpleLogistic(1)Weka implementation of FilteredClassifier
weka.FilteredClassifier_FilteredClassifier_Vote_SimpleLogistic(1)_Fweka.filters.unsupervised.attribute.RandomProjection -N 45 -R 1500 -D Gaussian
weka.FilteredClassifier_FilteredClassifier_Vote_SimpleLogistic(1)_Wweka.classifiers.meta.FilteredClassifier
weka.FilteredClassifier_Vote_SimpleLogistic(1)_Fweka.filters.unsupervised.attribute.Remove -R 1
weka.FilteredClassifier_Vote_SimpleLogistic(1)_Wweka.classifiers.meta.Vote
weka.Vote_SimpleLogistic(2)_RAVG
weka.Vote_SimpleLogistic(2)_S1500
weka.Vote_SimpleLogistic(2)_Bweka.classifiers.functions.SimpleLogistic -I 1500 -M 1500 -H 1500 -W 0.0

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
0.8984
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5665
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5494
Cross-validation details (10-fold Crossvalidation)
KB relative information score
283.5628
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0184
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
0.5644
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5725
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.5725
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1266
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9005
Cross-validation details (10-fold Crossvalidation)