Run
1837061

Run 1837061

Task 2130 (Supervised Data Stream Classification) BNG(letter) 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
0.8128
Per class
Confusion matrix
F measure
0.4514
Per class
Kappa
0.426
KB relative information score
452442.4214
Mean absolute error
0.0572
Mean prior absolute error
0.074
Number of instances
1000000
Per class
Precision
0.5105
Per class
Predictive accuracy
0.4481
Prior entropy
4.7004
Recall
0.4481
Per class
Relative absolute error
0.7732
Root mean prior squared error
0.1923
Root mean squared error
0.1711
Root relative squared error
0.8899