Run
1837766

Run 1837766

Task 2129 (Supervised Data Stream Classification) BNG(labor) 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)_k3
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
0.9589
Per class
Confusion matrix
F measure
0.9379
Per class
Kappa
0.863
KB relative information score
856597.774
Mean absolute error
0.0731
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9387
Per class
Predictive accuracy
0.9384
Prior entropy
1
Recall
0.9384
Per class
Relative absolute error
0.1463
Root mean prior squared error
0.5
Root mean squared error
0.2244
Root relative squared error
0.4489