Run
543441

Run 543441

Task 2149 (Supervised Data Stream Classification) BNG(bridges_version1) Uploaded 24-03-2016 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)_k3
moa.BlastDecayed(1)_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
0.8708
Per class
Confusion matrix
F measure
0.7067
Per class
Kappa
0.622
KB relative information score
704356.9958
Mean absolute error
0.1015
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.7087
Per class
Predictive accuracy
0.7268
Prior entropy
2.585
Recall
0.7268
Per class
Relative absolute error
0.3655
Root mean prior squared error
0.3727
Root mean squared error
0.2665
Root relative squared error
0.7152