Run
1836763

Run 1836763

Task 2167 (Supervised Data Stream Classification) BNG(waveform-5000) Uploaded 28-10-2016 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)_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
0.9456
Per class
Confusion matrix
F measure
0.8763
Per class
Kappa
0.8166
KB relative information score
812082.7013
Mean absolute error
0.0938
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.8795
Per class
Predictive accuracy
0.8777
Prior entropy
1.585
Recall
0.8777
Per class
Relative absolute error
0.211
Root mean prior squared error
0.4714
Root mean squared error
0.258
Root relative squared error
0.5474