Run
2082994

Run 2082994

Task 145682 (Supervised Classification) spectrometer Uploaded 21-04-2017 by Wessel van Wesel
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Flow

weka.FilteredClassifier_AttributeSelectedClassifier_IBk(1)Weka implementation of FilteredClassifier
weka.IBk(11)_K2
weka.IBk(11)_W0
weka.IBk(11)_Atrue
weka.AttributeSelectedClassifier_IBk(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_IBk(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_IBk(2)_Wweka.classifiers.lazy.IBk
weka.FilteredClassifier_AttributeSelectedClassifier_IBk(1)_Fweka.filters.unsupervised.attribute.PrincipalComponents -R 0.95 -A 5 -M -1
weka.FilteredClassifier_AttributeSelectedClassifier_IBk(1)_Wweka.classifiers.meta.AttributeSelectedClassifier

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
0.7729
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3786
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3459
Cross-validation details (10-fold Crossvalidation)
KB relative information score
238.2326
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0254
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
0.3956
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3785
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.3785
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.641
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.133
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9459
Cross-validation details (10-fold Crossvalidation)