Run
543635

Run 543635

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)_k5
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
0.8604
Per class
Confusion matrix
F measure
0.5178
Per class
Kappa
0.4759
KB relative information score
521581.5582
Mean absolute error
0.1113
Mean prior absolute error
0.1653
Number of instances
1000000
Per class
Precision
0.5316
Per class
Predictive accuracy
0.5236
Prior entropy
3.4594
Recall
0.5236
Per class
Relative absolute error
0.6733
Root mean prior squared error
0.2875
Root mean squared error
0.2416
Root relative squared error
0.8403