Run
544179

Run 544179

Task 2164 (Supervised Data Stream Classification) BNG(vehicle) Uploaded 30-03-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k2
moa.BlastDecayed(1)_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
0.8118
Per class
Confusion matrix
F measure
0.6495
Per class
Kappa
0.5487
KB relative information score
572578.4027
Mean absolute error
0.1897
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.6469
Per class
Predictive accuracy
0.6615
Prior entropy
2
Recall
0.6615
Per class
Relative absolute error
0.5059
Root mean prior squared error
0.433
Root mean squared error
0.3787
Root relative squared error
0.8746