Run
543873

Run 543873

Task 185 (Supervised Data Stream Classification) BNG(ionosphere) Uploaded 29-03-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k5
moa.BlastDecayed(1)_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
0.9729
Per class
Confusion matrix
F measure
0.9232
Per class
Kappa
0.832
KB relative information score
798667.9804
Mean absolute error
0.1056
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9238
Per class
Predictive accuracy
0.9239
Prior entropy
1
Recall
0.9239
Per class
Relative absolute error
0.2112
Root mean prior squared error
0.5
Root mean squared error
0.2372
Root relative squared error
0.4744