Run
1836881

Run 1836881

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)_k5
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
0.8256
Per class
Confusion matrix
F measure
0.6101
Per class
Kappa
0.5025
KB relative information score
486046.6489
Mean absolute error
0.2288
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.6117
Per class
Predictive accuracy
0.6268
Prior entropy
2
Recall
0.6268
Per class
Relative absolute error
0.61
Root mean prior squared error
0.433
Root mean squared error
0.3671
Root relative squared error
0.8478