Run
1837062

Run 1837062

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)_k7
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
0.9521
Per class
Confusion matrix
F measure
0.7944
Per class
Kappa
0.7704
KB relative information score
679508.2259
Mean absolute error
0.0905
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8062
Per class
Predictive accuracy
0.7935
Prior entropy
3.3219
Recall
0.7935
Per class
Relative absolute error
0.5026
Root mean prior squared error
0.3
Root mean squared error
0.1923
Root relative squared error
0.6411