Run
1836761

Run 1836761

Task 2164 (Supervised Data Stream Classification) BNG(vehicle) 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)_k3
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
0.8209
Per class
Confusion matrix
F measure
0.6269
Per class
Kappa
0.5171
KB relative information score
542201.7187
Mean absolute error
0.2019
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.6237
Per class
Predictive accuracy
0.6377
Prior entropy
2
Recall
0.6377
Per class
Relative absolute error
0.5383
Root mean prior squared error
0.433
Root mean squared error
0.37
Root relative squared error
0.8545