Run
571306

Run 571306

Task 7285 (Supervised Data Stream Classification) BNG(JapaneseVowels) Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w1
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastWindowed(1)_g1
moa.BlastWindowed(1)_k1
moa.BlastWindowed(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
0.8366
Per class
Confusion matrix
F measure
0.7099
Per class
Kappa
0.6714
KB relative information score
694227.9177
Mean absolute error
0.0645
Mean prior absolute error
0.1975
Number of instances
1000000
Per class
Precision
0.7137
Per class
Predictive accuracy
0.7098
Prior entropy
3.1699
Recall
0.7098
Per class
Relative absolute error
0.3265
Root mean prior squared error
0.3143
Root mean squared error
0.254
Root relative squared error
0.8081