Run
1837916

Run 1837916

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)_k5
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
0.9575
Per class
Confusion matrix
F measure
0.8749
Per class
Kappa
0.8145
KB relative information score
790917.4626
Mean absolute error
0.1096
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.8783
Per class
Predictive accuracy
0.8763
Prior entropy
1.585
Recall
0.8763
Per class
Relative absolute error
0.2466
Root mean prior squared error
0.4714
Root mean squared error
0.2538
Root relative squared error
0.5384