Run
570976

Run 570976

Task 199 (Supervised Data Stream Classification) SEA(50) 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
0.8663
Per class
Confusion matrix
F measure
0.8802
Per class
Kappa
0.7453
KB relative information score
762764
Mean absolute error
0.1186
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8814
Per class
Predictive accuracy
0.8814
Prior entropy
1
Recall
0.8814
Per class
Relative absolute error
0.2372
Root mean prior squared error
0.5
Root mean squared error
0.3444
Root relative squared error
0.6888