Run
1836756

Run 1836756

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)_k3
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
0.9778
Per class
Confusion matrix
F measure
0.9351
Per class
Kappa
0.9159
KB relative information score
932067.1304
Mean absolute error
0.0212
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.9352
Per class
Predictive accuracy
0.9357
Prior entropy
2.8074
Recall
0.9357
Per class
Relative absolute error
0.0865
Root mean prior squared error
0.3499
Root mean squared error
0.1232
Root relative squared error
0.3522