Run
2042323

Run 2042323

Task 3817 (Supervised Classification) spectrometer Uploaded 17-04-2017 by Olof Morra
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Flow

weka.FilteredClassifier_HoeffdingTree(1)Weka implementation of FilteredClassifier
weka.HoeffdingTree(6)_L2
weka.HoeffdingTree(6)_S1
weka.HoeffdingTree(6)_E1.0E-7
weka.HoeffdingTree(6)_H0.05
weka.HoeffdingTree(6)_M0.01
weka.HoeffdingTree(6)_G200.0
weka.HoeffdingTree(6)_N0.0
weka.FilteredClassifier_HoeffdingTree(1)_Fweka.filters.supervised.attribute.PartitionMembership -W weka.classifiers.trees.J48 -- -C 0.25 -M 2
weka.FilteredClassifier_HoeffdingTree(1)_Wweka.classifiers.trees.HoeffdingTree

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
0.874
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9452
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7035
Cross-validation details (10-fold Crossvalidation)
KB relative information score
321.7311
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0548
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1869
Cross-validation details (10-fold Crossvalidation)
Number of instances
531
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.945
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9454
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4849
Cross-validation details (10-fold Crossvalidation)
Recall
0.9454
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.293
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3047
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2332
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7652
Cross-validation details (10-fold Crossvalidation)