Run
529028

Run 529028

Task 2156 (Supervised Data Stream Classification) BNG(credit-g) Uploaded 03-03-2016 by Joaquin Vanschoren
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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.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
0.6951
Per class
Confusion matrix
F measure
0.7648
Per class
Kappa
0.4228
KB relative information score
552446
Mean absolute error
0.2238
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7656
Per class
Predictive accuracy
0.7762
Prior entropy
1
Recall
0.7762
Per class
Relative absolute error
0.4476
Root mean prior squared error
0.5
Root mean squared error
0.4731
Root relative squared error
0.9461