Run
543717

Run 543717

Task 2166 (Supervised Data Stream Classification) BNG(vowel) Uploaded 26-03-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k7
moa.BlastDecayed(1)_pfalse

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

18 Evaluation measures

Area under ROC curve
0.8588
Per class
Confusion matrix
F measure
0.4927
Per class
Kappa
0.4456
KB relative information score
449682.3322
Mean absolute error
0.1245
Mean prior absolute error
0.1653
Number of instances
1000000
Per class
Precision
0.5235
Per class
Predictive accuracy
0.496
Prior entropy
3.4594
Recall
0.496
Per class
Relative absolute error
0.7533
Root mean prior squared error
0.2875
Root mean squared error
0.2475
Root relative squared error
0.8608