Run
1836878

Run 1836878

Task 2168 (Supervised Data Stream Classification) BNG(zoo) Uploaded 28-10-2016 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)_k5
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
0.9818
Per class
Confusion matrix
F measure
0.9293
Per class
Kappa
0.9097
KB relative information score
884137.9105
Mean absolute error
0.043
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.9294
Per class
Predictive accuracy
0.9312
Prior entropy
2.8074
Recall
0.9312
Per class
Relative absolute error
0.1755
Root mean prior squared error
0.3499
Root mean squared error
0.1353
Root relative squared error
0.3867