Run
2040435

Run 2040435

Task 145682 (Supervised Classification) spectrometer Uploaded 11-04-2017 by Wouter Nuijten
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.FilteredClassifier_NaiveBayes(3)Weka implementation of FilteredClassifier
weka.FilteredClassifier_NaiveBayes(3)_Fweka.filters.unsupervised.attribute.PrincipalComponents -R 0.95 -A 5 -M 15
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
0.8749
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3903
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3577
Cross-validation details (10-fold Crossvalidation)
KB relative information score
222.9304
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0285
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
0.4215
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3898
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.3898
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7196
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1322
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9405
Cross-validation details (10-fold Crossvalidation)