Run
2082989

Run 2082989

Task 145682 (Supervised Classification) spectrometer Uploaded 21-04-2017 by Claire Claassen
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Flow

weka.FilteredClassifier_FilteredClassifier_DecisionTable(1)Weka implementation of FilteredClassifier
weka.DecisionTable(4)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.DecisionTable(4)_X10
weka.DecisionTable(4)_Emae
weka.FilteredClassifier_FilteredClassifier_DecisionTable(1)_Fweka.filters.unsupervised.attribute.Remove -R 1
weka.FilteredClassifier_FilteredClassifier_DecisionTable(1)_Wweka.classifiers.meta.FilteredClassifier
weka.FilteredClassifier_DecisionTable(1)_Fweka.filters.unsupervised.attribute.ClassAssigner -C first
weka.FilteredClassifier_DecisionTable(1)_Wweka.classifiers.rules.DecisionTable

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
0.8557
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3421
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3517
Cross-validation details (10-fold Crossvalidation)
KB relative information score
135.1055
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0362
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
0.3324
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3917
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.3917
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9137
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1306
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9285
Cross-validation details (10-fold Crossvalidation)