Run
1837049

Run 1837049

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)_k7
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
0.8245
Per class
Confusion matrix
F measure
0.6081
Per class
Kappa
0.4851
KB relative information score
402313.0172
Mean absolute error
0.2698
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.6207
Per class
Predictive accuracy
0.6143
Prior entropy
2
Recall
0.6143
Per class
Relative absolute error
0.7194
Root mean prior squared error
0.433
Root mean squared error
0.3708
Root relative squared error
0.8564