Run
1837819

Run 1837819

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)_k4
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
0.8823
Per class
Confusion matrix
F measure
0.8794
Per class
Kappa
0.7434
KB relative information score
723607.4443
Mean absolute error
0.1407
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8812
Per class
Predictive accuracy
0.8808
Prior entropy
1
Recall
0.8808
Per class
Relative absolute error
0.2814
Root mean prior squared error
0.5
Root mean squared error
0.3377
Root relative squared error
0.6755