Run
543661

Run 543661

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)_k6
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
0.8547
Per class
Confusion matrix
F measure
0.5039
Per class
Kappa
0.462
KB relative information score
487595.5038
Mean absolute error
0.1177
Mean prior absolute error
0.1653
Number of instances
1000000
Per class
Precision
0.5194
Per class
Predictive accuracy
0.5109
Prior entropy
3.4594
Recall
0.5109
Per class
Relative absolute error
0.7122
Root mean prior squared error
0.2875
Root mean squared error
0.2443
Root relative squared error
0.8498