Run
571077

Run 571077

Task 2167 (Supervised Data Stream Classification) BNG(waveform-5000) Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1000
moa.BlastDecayed(1)_k1
moa.BlastDecayed(1)_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
0.9039
Per class
Confusion matrix
F measure
0.8713
Per class
Kappa
0.8078
KB relative information score
824539.9572
Mean absolute error
0.0854
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.8718
Per class
Predictive accuracy
0.8718
Prior entropy
1.585
Recall
0.8718
Per class
Relative absolute error
0.1922
Root mean prior squared error
0.4714
Root mean squared error
0.2923
Root relative squared error
0.6201