Run
1836711

Run 1836711

Task 2157 (Supervised Data Stream Classification) BNG(pendigits) Uploaded 27-10-2016 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)_k2
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
0.9334
Per class
Confusion matrix
F measure
0.7896
Per class
Kappa
0.7685
KB relative information score
830445.2878
Mean absolute error
0.0392
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8046
Per class
Predictive accuracy
0.7918
Prior entropy
3.3219
Recall
0.7918
Per class
Relative absolute error
0.2177
Root mean prior squared error
0.3
Root mean squared error
0.1699
Root relative squared error
0.5664