Run
2041675

Run 2041675

Task 145682 (Supervised Classification) spectrometer Uploaded 14-04-2017 by Derek Lagrouw
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Flow

weka.RandomizableFilteredClassifier_LMT(1)Weka implementation of RandomizableFilteredClassifier
weka.LMT(6)_I-1
weka.LMT(6)_M5
weka.LMT(6)_W0.0
weka.RandomizableFilteredClassifier_LMT(1)_S1
weka.RandomizableFilteredClassifier_LMT(1)_Fweka.filters.unsupervised.attribute.RandomProjection -N 40 -R 42 -D Sparse1
weka.RandomizableFilteredClassifier_LMT(1)_Wweka.classifiers.trees.LMT

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
0.9182
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6008
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5869
Cross-validation details (10-fold Crossvalidation)
KB relative information score
313.1514
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0172
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
0.6015
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6083
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.6083
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4339
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1179
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8385
Cross-validation details (10-fold Crossvalidation)