Run
544030

Run 544030

Task 6706 (Supervised Data Stream Classification) BNG(satimage) Uploaded 29-03-2016 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
0.9523
Per class
Confusion matrix
F measure
0.8379
Per class
Kappa
0.8015
KB relative information score
810683.8433
Mean absolute error
0.0674
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.8394
Per class
Predictive accuracy
0.8398
Prior entropy
2.585
Recall
0.8398
Per class
Relative absolute error
0.2426
Root mean prior squared error
0.3727
Root mean squared error
0.2011
Root relative squared error
0.5397