Run
1834994

Run 1834994

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)_w10
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
0.7606
Per class
Confusion matrix
F measure
0.762
Per class
Kappa
0.5218
KB relative information score
524298
Mean absolute error
0.2379
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.762
Per class
Predictive accuracy
0.7621
Prior entropy
1
Recall
0.7621
Per class
Relative absolute error
0.4757
Root mean prior squared error
0.5
Root mean squared error
0.4877
Root relative squared error
0.9754