Run
1837919

Run 1837919

Task 2157 (Supervised Data Stream Classification) BNG(pendigits) 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
0.9522
Per class
Confusion matrix
F measure
0.814
Per class
Kappa
0.7945
KB relative information score
793168.8393
Mean absolute error
0.0543
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8158
Per class
Predictive accuracy
0.8151
Prior entropy
3.3219
Recall
0.8151
Per class
Relative absolute error
0.3016
Root mean prior squared error
0.3
Root mean squared error
0.1682
Root relative squared error
0.5606