Run
1837715

Run 1837715

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) Uploaded 28-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.999
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k2
moa.BlastDecayed(9)_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
0.9023
Per class
Confusion matrix
F measure
0.8795
Per class
Kappa
0.7563
KB relative information score
741112.7423
Mean absolute error
0.1295
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8796
Per class
Predictive accuracy
0.8794
Prior entropy
1
Recall
0.8794
Per class
Relative absolute error
0.259
Root mean prior squared error
0.5
Root mean squared error
0.329
Root relative squared error
0.658