Run
1836943

Run 1836943

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)_k6
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
0.8247
Per class
Confusion matrix
F measure
0.6181
Per class
Kappa
0.5046
KB relative information score
441136.5888
Mean absolute error
0.2527
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.6154
Per class
Predictive accuracy
0.6285
Prior entropy
2
Recall
0.6285
Per class
Relative absolute error
0.6738
Root mean prior squared error
0.433
Root mean squared error
0.3631
Root relative squared error
0.8385