Run
544108

Run 544108

Task 2149 (Supervised Data Stream Classification) BNG(bridges_version1) 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)_k3
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
0.8729
Per class
Confusion matrix
F measure
0.7245
Per class
Kappa
0.6431
KB relative information score
706490.2938
Mean absolute error
0.1008
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.7218
Per class
Predictive accuracy
0.7399
Prior entropy
2.585
Recall
0.7399
Per class
Relative absolute error
0.3627
Root mean prior squared error
0.3727
Root mean squared error
0.2656
Root relative squared error
0.7128