Run
1837894

Run 1837894

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) Uploaded 29-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.999
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k5
moa.BlastDecayed(9)_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
0.9277
Per class
Confusion matrix
F measure
0.8769
Per class
Kappa
0.7509
KB relative information score
706509.7351
Mean absolute error
0.1514
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8769
Per class
Predictive accuracy
0.8768
Prior entropy
1
Recall
0.8768
Per class
Relative absolute error
0.3028
Root mean prior squared error
0.5
Root mean squared error
0.3112
Root relative squared error
0.6224