Run
544042

Run 544042

Task 2166 (Supervised Data Stream Classification) BNG(vowel) Uploaded 29-03-2016 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)_ptrue

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
0.882
Per class
Confusion matrix
F measure
0.6541
Per class
Kappa
0.6211
KB relative information score
587405.8899
Mean absolute error
0.0982
Mean prior absolute error
0.1653
Number of instances
1000000
Per class
Precision
0.6545
Per class
Predictive accuracy
0.6555
Prior entropy
3.4594
Recall
0.6555
Per class
Relative absolute error
0.5941
Root mean prior squared error
0.2875
Root mean squared error
0.224
Root relative squared error
0.7794