Run
543501

Run 543501

Task 185 (Supervised Data Stream Classification) BNG(ionosphere) Uploaded 25-03-2016 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)_k3
moa.BlastDecayed(1)_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
0.9679
Per class
Confusion matrix
F measure
0.9364
Per class
Kappa
0.8616
KB relative information score
826954.0645
Mean absolute error
0.0897
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9364
Per class
Predictive accuracy
0.9365
Prior entropy
1
Recall
0.9365
Per class
Relative absolute error
0.1795
Root mean prior squared error
0.5
Root mean squared error
0.2287
Root relative squared error
0.4575