Run
543759

Run 543759

Task 185 (Supervised Data Stream Classification) BNG(ionosphere) Uploaded 28-03-2016 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)_k7
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
0.9731
Per class
Confusion matrix
F measure
0.9201
Per class
Kappa
0.825
KB relative information score
767361.1298
Mean absolute error
0.1251
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9208
Per class
Predictive accuracy
0.9208
Prior entropy
1
Recall
0.9208
Per class
Relative absolute error
0.2502
Root mean prior squared error
0.5
Root mean squared error
0.2428
Root relative squared error
0.4857