Run
529630

Run 529630

Task 2167 (Supervised Data Stream Classification) BNG(waveform-5000) Uploaded 03-03-2016 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.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
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
0.905
Per class
Confusion matrix
F measure
0.8729
Per class
Kappa
0.81
KB relative information score
826573.0265
Mean absolute error
0.0845
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.8732
Per class
Predictive accuracy
0.8733
Prior entropy
1.585
Recall
0.8733
Per class
Relative absolute error
0.19
Root mean prior squared error
0.4714
Root mean squared error
0.2906
Root relative squared error
0.6165