Run
1837879

Run 1837879

Task 199 (Supervised Data Stream Classification) SEA(50) 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)_k5
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
0.882
Per class
Confusion matrix
F measure
0.8679
Per class
Kappa
0.7187
KB relative information score
710445.553
Mean absolute error
0.1478
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8705
Per class
Predictive accuracy
0.8698
Prior entropy
1
Recall
0.8698
Per class
Relative absolute error
0.2956
Root mean prior squared error
0.5
Root mean squared error
0.3409
Root relative squared error
0.6817