Run
2081176

Run 2081176

Task 145682 (Supervised Classification) spectrometer Uploaded 20-04-2017 by Derek Lagrouw
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Flow

weka.RandomizableFilteredClassifier_Vote_Bagging(1)Weka implementation of RandomizableFilteredClassifier
weka.RandomizableFilteredClassifier_Vote_Bagging(1)_S1
weka.RandomizableFilteredClassifier_Vote_Bagging(1)_Fweka.filters.unsupervised.attribute.RandomProjection -N 45 -R 42 -D Sparse1
weka.RandomizableFilteredClassifier_Vote_Bagging(1)_Wweka.classifiers.meta.Vote
weka.Vote_Bagging(3)_RAVG
weka.Vote_Bagging(3)_S1
weka.Vote_Bagging(3)_Bweka.classifiers.meta.Bagging -P 100 -S 1 -num-slots 1 -I 10 -W weka.classifiers.trees.LMT -- -I 5 -M 5 -W 0.0

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
0.9589
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6571
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6539
Cross-validation details (10-fold Crossvalidation)
KB relative information score
355.7003
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0182
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
0.6586
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6723
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.6723
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4587
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0988
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7026
Cross-validation details (10-fold Crossvalidation)