Run
553604

Run 553604

Task 2167 (Supervised Data Stream Classification) BNG(waveform-5000) Uploaded 10-04-2016 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)_g1
moa.BlastDecayed(1)_k1
moa.BlastDecayed(1)_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
0.9039
Per class
Confusion matrix
F measure
0.8714
Per class
Kappa
0.8079
KB relative information score
824607.0417
Mean absolute error
0.0854
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.8719
Per class
Predictive accuracy
0.8719
Prior entropy
1.585
Recall
0.8719
Per class
Relative absolute error
0.1922
Root mean prior squared error
0.4714
Root mean squared error
0.2922
Root relative squared error
0.6199