Run
570806

Run 570806

Task 199 (Supervised Data Stream Classification) SEA(50) Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.9999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k1
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
0.866
Per class
Confusion matrix
F measure
0.8801
Per class
Kappa
0.7451
KB relative information score
762704
Mean absolute error
0.1186
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8814
Per class
Predictive accuracy
0.8814
Prior entropy
1
Recall
0.8814
Per class
Relative absolute error
0.2373
Root mean prior squared error
0.5
Root mean squared error
0.3445
Root relative squared error
0.6889