Run
1836918

Run 1836918

Task 200 (Supervised Data Stream Classification) SEA(50000) Uploaded 28-10-2016 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)_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
0.8779
Per class
Confusion matrix
F measure
0.8634
Per class
Kappa
0.7096
KB relative information score
687776.9792
Mean absolute error
0.1601
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8644
Per class
Predictive accuracy
0.8648
Prior entropy
1
Recall
0.8648
Per class
Relative absolute error
0.3203
Root mean prior squared error
0.5
Root mean squared error
0.347
Root relative squared error
0.694