Run
2081221

Run 2081221

Task 145682 (Supervised Classification) spectrometer Uploaded 20-04-2017 by Mark Schepers
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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)_S123
weka.RandomTree(14)_num-decimal-places3
weka.RandomizableFilteredClassifier_RandomTree(1)_S123
weka.RandomizableFilteredClassifier_RandomTree(1)_Fweka.filters.unsupervised.attribute.PrincipalComponents -R 0.975 -A 5 -M 25
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
0.6217
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2707
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2418
Cross-validation details (10-fold Crossvalidation)
KB relative information score
127.875
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0299
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
0.2727
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2825
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.2825
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7542
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1729
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2296
Cross-validation details (10-fold Crossvalidation)