Run
1838001

Run 1838001

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)_k3
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
0.9487
Per class
Confusion matrix
F measure
0.8496
Per class
Kappa
0.833
KB relative information score
858245.9589
Mean absolute error
0.0335
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8498
Per class
Predictive accuracy
0.8497
Prior entropy
3.3219
Recall
0.8497
Per class
Relative absolute error
0.1861
Root mean prior squared error
0.3
Root mean squared error
0.156
Root relative squared error
0.52