Run
1835821

Run 1835821

Task 2164 (Supervised Data Stream Classification) BNG(vehicle) 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
0.7725
Per class
Confusion matrix
F measure
0.6446
Per class
Kappa
0.5454
KB relative information score
588219.2011
Mean absolute error
0.1705
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.6433
Per class
Predictive accuracy
0.659
Prior entropy
2
Recall
0.659
Per class
Relative absolute error
0.4547
Root mean prior squared error
0.433
Root mean squared error
0.4129
Root relative squared error
0.9536