Run
543795

Run 543795

Task 2168 (Supervised Data Stream Classification) BNG(zoo) Uploaded 28-03-2016 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)_k7
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
0.9826
Per class
Confusion matrix
F measure
0.9307
Per class
Kappa
0.9106
KB relative information score
852431.6287
Mean absolute error
0.0566
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.9305
Per class
Predictive accuracy
0.9317
Prior entropy
2.8074
Recall
0.9317
Per class
Relative absolute error
0.231
Root mean prior squared error
0.3499
Root mean squared error
0.1423
Root relative squared error
0.4065