Run
1835157

Run 1835157

Task 7285 (Supervised Data Stream Classification) BNG(JapaneseVowels) Uploaded 26-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w10000
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
0.8833
Per class
Confusion matrix
F measure
0.7921
Per class
Kappa
0.7661
KB relative information score
782645.4267
Mean absolute error
0.0458
Mean prior absolute error
0.1975
Number of instances
1000000
Per class
Precision
0.7917
Per class
Predictive accuracy
0.7937
Prior entropy
3.1699
Recall
0.7937
Per class
Relative absolute error
0.2321
Root mean prior squared error
0.3143
Root mean squared error
0.2141
Root relative squared error
0.6813