Run
544050

Run 544050

Task 2129 (Supervised Data Stream Classification) BNG(labor) 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)_k4
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
0.9643
Per class
Confusion matrix
F measure
0.9419
Per class
Kappa
0.872
KB relative information score
852824.863
Mean absolute error
0.0757
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9422
Per class
Predictive accuracy
0.9423
Prior entropy
1
Recall
0.9423
Per class
Relative absolute error
0.1513
Root mean prior squared error
0.5
Root mean squared error
0.2212
Root relative squared error
0.4425