Run
1837940

Run 1837940

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)_k6
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
0.8822
Per class
Confusion matrix
F measure
0.8715
Per class
Kappa
0.7264
KB relative information score
696547.9198
Mean absolute error
0.1557
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8742
Per class
Predictive accuracy
0.8734
Prior entropy
1
Recall
0.8734
Per class
Relative absolute error
0.3115
Root mean prior squared error
0.5
Root mean squared error
0.3422
Root relative squared error
0.6844