Run
2081930

Run 2081930

Task 145682 (Supervised Classification) spectrometer Uploaded 21-04-2017 by Mark Schepers
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Flow

weka.RandomizableFilteredClassifier_RandomTree(1)Weka implementation of RandomizableFilteredClassifier
weka.RandomTree(14)_K0
weka.RandomTree(14)_M1.0
weka.RandomTree(14)_V0.001
weka.RandomTree(14)_S1
weka.RandomTree(14)_depth20
weka.RandomizableFilteredClassifier_RandomTree(1)_S19548
weka.RandomizableFilteredClassifier_RandomTree(1)_Fweka.filters.unsupervised.attribute.RandomProjection -N 75 -R 2345256 -D Sparse1
weka.RandomizableFilteredClassifier_RandomTree(1)_Wweka.classifiers.trees.RandomTree

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
0.7433
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5061
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4832
Cross-validation details (10-fold Crossvalidation)
KB relative information score
239.5006
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0204
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
0.5069
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5104
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.5104
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5147
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1428
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0158
Cross-validation details (10-fold Crossvalidation)