Run
1837971

Run 1837971

Task 7285 (Supervised Data Stream Classification) BNG(JapaneseVowels) Uploaded 29-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.999
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k6
moa.BlastDecayed(9)_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
0.9382
Per class
Confusion matrix
F measure
0.7987
Per class
Kappa
0.7739
KB relative information score
754149.4491
Mean absolute error
0.0711
Mean prior absolute error
0.1975
Number of instances
1000000
Per class
Precision
0.7985
Per class
Predictive accuracy
0.8008
Prior entropy
3.1699
Recall
0.8008
Per class
Relative absolute error
0.36
Root mean prior squared error
0.3143
Root mean squared error
0.1865
Root relative squared error
0.5934