Run
2083010

Run 2083010

Task 145682 (Supervised Classification) spectrometer Uploaded 21-04-2017 by Joep Sterk
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Flow

weka.FilteredClassifier_J48(4)Weka implementation of FilteredClassifier
weka.J48(39)_C0.100005
weka.J48(39)_M2
weka.FilteredClassifier_J48(4)_Fweka.filters.unsupervised.attribute.Remove -R 1
weka.FilteredClassifier_J48(4)_Wweka.classifiers.trees.J48

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
0.7514
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4589
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4289
Cross-validation details (10-fold Crossvalidation)
KB relative information score
224.0806
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0233
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
0.4654
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4576
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.4576
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5881
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1419
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0091
Cross-validation details (10-fold Crossvalidation)