Run
543696

Run 543696

Task 199 (Supervised Data Stream Classification) SEA(50) 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)_k7
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
0.8835
Per class
Confusion matrix
F measure
0.8714
Per class
Kappa
0.726
KB relative information score
703207.9132
Mean absolute error
0.1528
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8741
Per class
Predictive accuracy
0.8733
Prior entropy
1
Recall
0.8733
Per class
Relative absolute error
0.3056
Root mean prior squared error
0.5
Root mean squared error
0.3377
Root relative squared error
0.6753