Run
571387

Run 571387

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)_w100
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
0.8734
Per class
Confusion matrix
F measure
0.7744
Per class
Kappa
0.7461
KB relative information score
764059.8279
Mean absolute error
0.0498
Mean prior absolute error
0.1975
Number of instances
1000000
Per class
Precision
0.7736
Per class
Predictive accuracy
0.7761
Prior entropy
3.1699
Recall
0.7761
Per class
Relative absolute error
0.2519
Root mean prior squared error
0.3143
Root mean squared error
0.2231
Root relative squared error
0.7098