Run
1837982

Run 1837982

Task 2167 (Supervised Data Stream Classification) BNG(waveform-5000) 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)_k6
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
0.9591
Per class
Confusion matrix
F measure
0.8747
Per class
Kappa
0.8143
KB relative information score
762424.1331
Mean absolute error
0.1268
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.8782
Per class
Predictive accuracy
0.8761
Prior entropy
1.585
Recall
0.8761
Per class
Relative absolute error
0.2852
Root mean prior squared error
0.4714
Root mean squared error
0.2572
Root relative squared error
0.5457