Run
544110

Run 544110

Task 2129 (Supervised Data Stream Classification) BNG(labor) Uploaded 30-03-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k5
moa.BlastDecayed(1)_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
0.9668
Per class
Confusion matrix
F measure
0.9378
Per class
Kappa
0.8627
KB relative information score
846294.6291
Mean absolute error
0.0798
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9385
Per class
Predictive accuracy
0.9383
Prior entropy
1
Recall
0.9383
Per class
Relative absolute error
0.1595
Root mean prior squared error
0.5
Root mean squared error
0.2216
Root relative squared error
0.4431