Run
544185

Run 544185

Task 2168 (Supervised Data Stream Classification) BNG(zoo) Uploaded 31-03-2016 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)_k2
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
0.9698
Per class
Confusion matrix
F measure
0.9284
Per class
Kappa
0.9054
KB relative information score
927323.4552
Mean absolute error
0.0212
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.9298
Per class
Predictive accuracy
0.9274
Prior entropy
2.8074
Recall
0.9274
Per class
Relative absolute error
0.0866
Root mean prior squared error
0.3499
Root mean squared error
0.1331
Root relative squared error
0.3805