Run
1837789

Run 1837789

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)_k3
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
0.9458
Per class
Confusion matrix
F measure
0.8761
Per class
Kappa
0.8163
KB relative information score
812477.0966
Mean absolute error
0.0937
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.8794
Per class
Predictive accuracy
0.8774
Prior entropy
1.585
Recall
0.8774
Per class
Relative absolute error
0.2108
Root mean prior squared error
0.4714
Root mean squared error
0.2579
Root relative squared error
0.5471