Run
544035

Run 544035

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)_k4
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
0.9721
Per class
Confusion matrix
F measure
0.9418
Per class
Kappa
0.8734
KB relative information score
811876.7523
Mean absolute error
0.0982
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9418
Per class
Predictive accuracy
0.9419
Prior entropy
1
Recall
0.9419
Per class
Relative absolute error
0.1963
Root mean prior squared error
0.5
Root mean squared error
0.2327
Root relative squared error
0.4653