Run
1837748

Run 1837748

Task 125959 (Supervised Data Stream Classification) BNG(optdigits) 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)_k2
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
0.9727
Per class
Confusion matrix
F measure
0.9174
Per class
Kappa
0.9085
KB relative information score
926206.6463
Mean absolute error
0.0173
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.9173
Per class
Predictive accuracy
0.9176
Prior entropy
3.3219
Recall
0.9176
Per class
Relative absolute error
0.0961
Root mean prior squared error
0.3
Root mean squared error
0.113
Root relative squared error
0.3767