Run
1836776

Run 1836776

Task 2157 (Supervised Data Stream Classification) BNG(pendigits) Uploaded 28-10-2016 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)_k3
moa.BlastDecayed(9)_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
0.9409
Per class
Confusion matrix
F measure
0.8117
Per class
Kappa
0.7911
KB relative information score
826045.0578
Mean absolute error
0.0417
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8147
Per class
Predictive accuracy
0.812
Prior entropy
3.3219
Recall
0.812
Per class
Relative absolute error
0.2315
Root mean prior squared error
0.3
Root mean squared error
0.1682
Root relative squared error
0.5605