Run
1837985

Run 1837985

Task 7309 (Supervised Data Stream Classification) Agrawal1 Uploaded 29-10-2016 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)_k6
moa.BlastDecayed(9)_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
0.9713
Per class
Confusion matrix
F measure
0.8526
Per class
Kappa
0.6554
KB relative information score
620776.273
Mean absolute error
0.1956
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8797
Per class
Predictive accuracy
0.8629
Prior entropy
1
Recall
0.8629
Per class
Relative absolute error
0.3912
Root mean prior squared error
0.5
Root mean squared error
0.32
Root relative squared error
0.64