Run
1836717

Run 1836717

Task 7309 (Supervised Data Stream Classification) Agrawal1 Uploaded 27-10-2016 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)_k2
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
0.9564
Per class
Confusion matrix
F measure
0.8893
Per class
Kappa
0.7421
KB relative information score
838881
Mean absolute error
0.0806
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.905
Per class
Predictive accuracy
0.8948
Prior entropy
1
Recall
0.8948
Per class
Relative absolute error
0.1611
Root mean prior squared error
0.5
Root mean squared error
0.2311
Root relative squared error
0.4622