Run
529695

Run 529695

Task 6706 (Supervised Data Stream Classification) BNG(satimage) Uploaded 04-03-2016 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.HoeffdingOptionTree,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
0.8948
Per class
Confusion matrix
F measure
0.8239
Per class
Kappa
0.785
KB relative information score
808512.6735
Mean absolute error
0.0579
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.823
Per class
Predictive accuracy
0.8262
Prior entropy
2.585
Recall
0.8262
Per class
Relative absolute error
0.2086
Root mean prior squared error
0.3727
Root mean squared error
0.2407
Root relative squared error
0.6459