Run
1837846

Run 1837846

Task 2164 (Supervised Data Stream Classification) BNG(vehicle) Uploaded 29-10-2016 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)_k4
moa.BlastDecayed(9)_ptrue

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
0.8314
Per class
Confusion matrix
F measure
0.6243
Per class
Kappa
0.5237
KB relative information score
517010.3347
Mean absolute error
0.2125
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.6262
Per class
Predictive accuracy
0.6425
Prior entropy
2
Recall
0.6425
Per class
Relative absolute error
0.5667
Root mean prior squared error
0.433
Root mean squared error
0.3668
Root relative squared error
0.8471