Run
543847

Run 543847

Task 2160 (Supervised Data Stream Classification) BNG(sonar) Uploaded 29-03-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k6
moa.BlastDecayed(1)_ptrue

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
0.8741
Per class
Confusion matrix
F measure
0.8059
Per class
Kappa
0.61
KB relative information score
538462.7535
Mean absolute error
0.2374
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8058
Per class
Predictive accuracy
0.8059
Prior entropy
1
Recall
0.8059
Per class
Relative absolute error
0.4747
Root mean prior squared error
0.5
Root mean squared error
0.3813
Root relative squared error
0.7625