Run
1835792

Run 1835792

Task 178 (Supervised Data Stream Classification) BNG(trains) Uploaded 27-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.99
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k1
moa.BlastDecayed(9)_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
0.9364
Per class
Confusion matrix
F measure
0.9364
Per class
Kappa
0.8727
KB relative information score
872746
Mean absolute error
0.0636
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9364
Per class
Predictive accuracy
0.9364
Prior entropy
1
Recall
0.9364
Per class
Relative absolute error
0.1273
Root mean prior squared error
0.5
Root mean squared error
0.2522
Root relative squared error
0.5045