Run
1834949

Run 1834949

Task 2160 (Supervised Data Stream Classification) BNG(sonar) 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
0.8077
Per class
Confusion matrix
F measure
0.8091
Per class
Kappa
0.6163
KB relative information score
618406
Mean absolute error
0.1908
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8091
Per class
Predictive accuracy
0.8092
Prior entropy
1
Recall
0.8092
Per class
Relative absolute error
0.3816
Root mean prior squared error
0.5
Root mean squared error
0.4368
Root relative squared error
0.8736