Run
543467

Run 543467

Task 2166 (Supervised Data Stream Classification) BNG(vowel) Uploaded 24-03-2016 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)_k3
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
0.5272
Per class
Kappa
0.4857
KB relative information score
587655.53
Mean absolute error
0.0956
Mean prior absolute error
0.1653
Number of instances
1000000
Per class
Precision
0.5495
Per class
Predictive accuracy
0.5325
Prior entropy
3.4594
Recall
0.5325
Per class
Relative absolute error
0.5786
Root mean prior squared error
0.2875
Root mean squared error
0.2384
Root relative squared error
0.8293