Run
2042325

Run 2042325

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

weka.FilteredClassifier_LMT(1)Weka implementation of FilteredClassifier
weka.FilteredClassifier_LMT(1)_Fweka.filters.supervised.attribute.PartitionMembership -W weka.classifiers.trees.J48 -- -C 0.25 -M 2
weka.FilteredClassifier_LMT(1)_Wweka.classifiers.trees.LMT
weka.LMT(6)_I-1
weka.LMT(6)_M15
weka.LMT(6)_W0.0

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
0.9104
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9481
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7147
Cross-validation details (10-fold Crossvalidation)
KB relative information score
316.3839
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0623
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
0.9474
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9492
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4849
Cross-validation details (10-fold Crossvalidation)
Recall
0.9492
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3333
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3047
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2128
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6982
Cross-validation details (10-fold Crossvalidation)