Run
1836473

Run 1836473

Task 200 (Supervised Data Stream Classification) SEA(50000) Uploaded 27-10-2016 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)_g1000
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
0.8602
Per class
Confusion matrix
F measure
0.8745
Per class
Kappa
0.7331
KB relative information score
751486
Mean absolute error
0.1243
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8756
Per class
Predictive accuracy
0.8757
Prior entropy
1
Recall
0.8757
Per class
Relative absolute error
0.2485
Root mean prior squared error
0.5
Root mean squared error
0.3525
Root relative squared error
0.705