Run
543722

Run 543722

Task 2167 (Supervised Data Stream Classification) BNG(waveform-5000) Uploaded 27-03-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k7
moa.BlastDecayed(1)_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
0.9575
Per class
Confusion matrix
F measure
0.8732
Per class
Kappa
0.8114
KB relative information score
717808.628
Mean absolute error
0.1545
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.8755
Per class
Predictive accuracy
0.8742
Prior entropy
1.585
Recall
0.8742
Per class
Relative absolute error
0.3476
Root mean prior squared error
0.4714
Root mean squared error
0.2647
Root relative squared error
0.5615