Run
1835739

Run 1835739

Task 200 (Supervised Data Stream Classification) SEA(50000) Uploaded 27-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.9
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k1
moa.BlastDecayed(9)_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
0.8426
Per class
Confusion matrix
F measure
0.8579
Per class
Kappa
0.6979
KB relative information score
718912
Mean absolute error
0.1405
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.859
Per class
Predictive accuracy
0.8595
Prior entropy
1
Recall
0.8595
Per class
Relative absolute error
0.2811
Root mean prior squared error
0.5
Root mean squared error
0.3749
Root relative squared error
0.7498