Run
1836703

Run 1836703

Task 2167 (Supervised Data Stream Classification) BNG(waveform-5000) Uploaded 27-10-2016 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)_k2
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
0.9323
Per class
Confusion matrix
F measure
0.8681
Per class
Kappa
0.8018
KB relative information score
822677.1925
Mean absolute error
0.0891
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.8693
Per class
Predictive accuracy
0.8679
Prior entropy
1.585
Recall
0.8679
Per class
Relative absolute error
0.2004
Root mean prior squared error
0.4714
Root mean squared error
0.2671
Root relative squared error
0.5666