Run
1835776

Run 1835776

Task 2130 (Supervised Data Stream Classification) BNG(letter) Uploaded 27-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.9
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k1
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
0.7371
Per class
Confusion matrix
F measure
0.4915
Per class
Kappa
0.4741
KB relative information score
488300.47
Mean absolute error
0.0389
Mean prior absolute error
0.074
Number of instances
1000000
Per class
Precision
0.4936
Per class
Predictive accuracy
0.4944
Prior entropy
4.7004
Recall
0.4944
Per class
Relative absolute error
0.5258
Root mean prior squared error
0.1923
Root mean squared error
0.1972
Root relative squared error
1.0255