Run
1837863

Run 1837863

Task 2130 (Supervised Data Stream Classification) BNG(letter) 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)_k4
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
0.811
Per class
Confusion matrix
F measure
0.4965
Per class
Kappa
0.4821
KB relative information score
540713.4527
Mean absolute error
0.0448
Mean prior absolute error
0.074
Number of instances
1000000
Per class
Precision
0.5017
Per class
Predictive accuracy
0.5021
Prior entropy
4.7004
Recall
0.5021
Per class
Relative absolute error
0.605
Root mean prior squared error
0.1923
Root mean squared error
0.1675
Root relative squared error
0.8712