Run
1837976

Run 1837976

Task 2160 (Supervised Data Stream Classification) BNG(sonar) Uploaded 29-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.999
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k6
moa.BlastDecayed(9)_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
0.8759
Per class
Confusion matrix
F measure
0.8091
Per class
Kappa
0.6165
KB relative information score
541903.059
Mean absolute error
0.2357
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8091
Per class
Predictive accuracy
0.8091
Prior entropy
1
Recall
0.8091
Per class
Relative absolute error
0.4713
Root mean prior squared error
0.5
Root mean squared error
0.38
Root relative squared error
0.7601