Run
1835826

Run 1835826

Task 2167 (Supervised Data Stream Classification) BNG(waveform-5000) Uploaded 27-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.99
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k1
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
0.9007
Per class
Confusion matrix
F measure
0.8668
Per class
Kappa
0.8013
KB relative information score
818585.8707
Mean absolute error
0.0883
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.8676
Per class
Predictive accuracy
0.8675
Prior entropy
1.585
Recall
0.8675
Per class
Relative absolute error
0.1988
Root mean prior squared error
0.4714
Root mean squared error
0.2972
Root relative squared error
0.6305