Run
1835736

Run 1835736

Task 199 (Supervised Data Stream Classification) SEA(50) 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
0.849
Per class
Confusion matrix
F measure
0.864
Per class
Kappa
0.7108
KB relative information score
730822
Mean absolute error
0.1346
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8651
Per class
Predictive accuracy
0.8654
Prior entropy
1
Recall
0.8654
Per class
Relative absolute error
0.2692
Root mean prior squared error
0.5
Root mean squared error
0.3669
Root relative squared error
0.7337