Run
543663

Run 543663

Task 2168 (Supervised Data Stream Classification) BNG(zoo) Uploaded 26-03-2016 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)_k6
moa.BlastDecayed(1)_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
0.9814
Per class
Confusion matrix
F measure
0.9211
Per class
Kappa
0.8999
KB relative information score
847107.1993
Mean absolute error
0.0575
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.9215
Per class
Predictive accuracy
0.9238
Prior entropy
2.8074
Recall
0.9238
Per class
Relative absolute error
0.2348
Root mean prior squared error
0.3499
Root mean squared error
0.1503
Root relative squared error
0.4295