Run
1837853

Run 1837853

Task 2133 (Supervised Data Stream Classification) BNG(mfeat-fourier) 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)_k7
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
0.9616
Per class
Confusion matrix
F measure
0.8128
Per class
Kappa
0.7896
KB relative information score
730156.3291
Mean absolute error
0.078
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8307
Per class
Predictive accuracy
0.8106
Prior entropy
3.3219
Recall
0.8106
Per class
Relative absolute error
0.4334
Root mean prior squared error
0.3
Root mean squared error
0.1805
Root relative squared error
0.6015