Run
1835879

Run 1835879

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)_a0.9999
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
0.7733
Per class
Confusion matrix
F measure
0.6458
Per class
Kappa
0.547
KB relative information score
589659.771
Mean absolute error
0.1699
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.6445
Per class
Predictive accuracy
0.6602
Prior entropy
2
Recall
0.6602
Per class
Relative absolute error
0.4531
Root mean prior squared error
0.433
Root mean squared error
0.4122
Root relative squared error
0.9519