Run
543897

Run 543897

Task 200 (Supervised Data Stream Classification) SEA(50000) 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)_k5
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
0.881
Per class
Confusion matrix
F measure
0.8737
Per class
Kappa
0.7311
KB relative information score
722383.9573
Mean absolute error
0.1416
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8757
Per class
Predictive accuracy
0.8753
Prior entropy
1
Recall
0.8753
Per class
Relative absolute error
0.2832
Root mean prior squared error
0.5
Root mean squared error
0.3386
Root relative squared error
0.6773