Run
1835825

Run 1835825

Task 2160 (Supervised Data Stream Classification) BNG(sonar) Uploaded 27-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.99
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k1
moa.BlastDecayed(9)_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
0.7997
Per class
Confusion matrix
F measure
0.801
Per class
Kappa
0.6002
KB relative information score
602378
Mean absolute error
0.1988
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8011
Per class
Predictive accuracy
0.8012
Prior entropy
1
Recall
0.8012
Per class
Relative absolute error
0.3976
Root mean prior squared error
0.5
Root mean squared error
0.4459
Root relative squared error
0.8918