Run
2082928

Run 2082928

Task 145682 (Supervised Classification) spectrometer Uploaded 21-04-2017 by Wessel van Wesel
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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.supervised.instance.Resample -B 0.0 -S 1 -Z 100.0
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
0.7857
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4881
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4732
Cross-validation details (10-fold Crossvalidation)
KB relative information score
260.295
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0217
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
0.4968
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5009
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.5009
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5481
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1307
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9292
Cross-validation details (10-fold Crossvalidation)