Run
1838048

Run 1838048

Task 125961 (Supervised Data Stream Classification) BNG(ionosphere) Uploaded 29-10-2016 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)_k7
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
0.9718
Per class
Confusion matrix
F measure
0.9199
Per class
Kappa
0.8246
KB relative information score
767214.6938
Mean absolute error
0.1251
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9207
Per class
Predictive accuracy
0.9206
Prior entropy
1
Recall
0.9206
Per class
Relative absolute error
0.2503
Root mean prior squared error
0.5
Root mean squared error
0.2437
Root relative squared error
0.4875