Run
2081211

Run 2081211

Task 145682 (Supervised Classification) spectrometer Uploaded 20-04-2017 by Mark Schepers
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Flow

weka.RandomizableFilteredClassifier_IBk(1)Weka implementation of RandomizableFilteredClassifier
weka.IBk(11)_K1
weka.IBk(11)_W0
weka.IBk(11)_Atrue
weka.RandomizableFilteredClassifier_IBk(1)_S123
weka.RandomizableFilteredClassifier_IBk(1)_Fweka.filters.unsupervised.attribute.RandomProjection -N 50 -R 123 -D Sparse1
weka.RandomizableFilteredClassifier_IBk(1)_Wweka.classifiers.lazy.IBk

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
0.758
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5204
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5089
Cross-validation details (10-fold Crossvalidation)
KB relative information score
244.8944
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0213
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
0.5207
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5348
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.5348
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5382
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1334
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9483
Cross-validation details (10-fold Crossvalidation)