Run
544121

Run 544121

Task 2166 (Supervised Data Stream Classification) BNG(vowel) Uploaded 30-03-2016 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)_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
0.8695
Per class
Confusion matrix
F measure
0.6536
Per class
Kappa
0.6202
KB relative information score
629925.8744
Mean absolute error
0.0859
Mean prior absolute error
0.1653
Number of instances
1000000
Per class
Precision
0.6537
Per class
Predictive accuracy
0.6547
Prior entropy
3.4594
Recall
0.6547
Per class
Relative absolute error
0.5197
Root mean prior squared error
0.2875
Root mean squared error
0.2238
Root relative squared error
0.7783