Run
1836839

Run 1836839

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)_k4
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
0.9518
Per class
Confusion matrix
F measure
0.8788
Per class
Kappa
0.8189
KB relative information score
806877.6626
Mean absolute error
0.099
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.8792
Per class
Predictive accuracy
0.8793
Prior entropy
1.585
Recall
0.8793
Per class
Relative absolute error
0.2227
Root mean prior squared error
0.4714
Root mean squared error
0.2552
Root relative squared error
0.5414