Run
1834945

Run 1834945

Task 7285 (Supervised Data Stream Classification) BNG(JapaneseVowels) Uploaded 25-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w1000
moa.BlastWindowed(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastWindowed(2)_g1
moa.BlastWindowed(2)_k1
moa.BlastWindowed(2)_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
0.8827
Per class
Confusion matrix
F measure
0.7911
Per class
Kappa
0.7649
KB relative information score
781567.5884
Mean absolute error
0.0461
Mean prior absolute error
0.1975
Number of instances
1000000
Per class
Precision
0.7906
Per class
Predictive accuracy
0.7927
Prior entropy
3.1699
Recall
0.7927
Per class
Relative absolute error
0.2332
Root mean prior squared error
0.3143
Root mean squared error
0.2146
Root relative squared error
0.683