Run
571345

Run 571345

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)_w10
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
0.8674
Per class
Confusion matrix
F measure
0.7637
Per class
Kappa
0.734
KB relative information score
752810.4834
Mean absolute error
0.0521
Mean prior absolute error
0.1975
Number of instances
1000000
Per class
Precision
0.7631
Per class
Predictive accuracy
0.7654
Prior entropy
3.1699
Recall
0.7654
Per class
Relative absolute error
0.2639
Root mean prior squared error
0.3143
Root mean squared error
0.2283
Root relative squared error
0.7266