Run
2042440

Run 2042440

Task 145682 (Supervised Classification) spectrometer Uploaded 17-04-2017 by Derek Lagrouw
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Flow

weka.FilteredClassifier_FilteredClassifier_Vote_RandomForest(1)Weka implementation of FilteredClassifier
weka.Vote_RandomForest(3)_RAVG
weka.Vote_RandomForest(3)_S1200
weka.Vote_RandomForest(3)_Bweka.classifiers.trees.RandomForest -P 100 -I 1200 -num-slots 1 -K 0 -M 1.0 -V 0.001 -S 1
weka.FilteredClassifier_FilteredClassifier_Vote_RandomForest(1)_Fweka.filters.unsupervised.attribute.RandomProjection -N 40 -R 40 -D Gaussian
weka.FilteredClassifier_FilteredClassifier_Vote_RandomForest(1)_Wweka.classifiers.meta.FilteredClassifier
weka.FilteredClassifier_Vote_RandomForest(1)_Fweka.filters.unsupervised.attribute.Remove -R 1
weka.FilteredClassifier_Vote_RandomForest(1)_Wweka.classifiers.meta.Vote

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
0.9568
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5608
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5709
Cross-validation details (10-fold Crossvalidation)
KB relative information score
320.3836
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.024
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
0.5447
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5951
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.5951
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6044
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1052
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7478
Cross-validation details (10-fold Crossvalidation)