Run
1835820

Run 1835820

Task 2168 (Supervised Data Stream Classification) BNG(zoo) 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
0.9589
Per class
Confusion matrix
F measure
0.9274
Per class
Kappa
0.9058
KB relative information score
922206.7449
Mean absolute error
0.0206
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.9272
Per class
Predictive accuracy
0.9279
Prior entropy
2.8074
Recall
0.9279
Per class
Relative absolute error
0.0841
Root mean prior squared error
0.3499
Root mean squared error
0.1435
Root relative squared error
0.4101