Run
543079

Run 543079

Task 160 (Supervised Data Stream Classification) BNG(mushroom) Uploaded 24-03-2016 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)_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
0.9939
Per class
Confusion matrix
F measure
0.9748
Per class
Kappa
0.9495
KB relative information score
953239
Mean absolute error
0.0234
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9756
Per class
Predictive accuracy
0.9748
Prior entropy
1
Recall
0.9748
Per class
Relative absolute error
0.0468
Root mean prior squared error
0.5
Root mean squared error
0.1196
Root relative squared error
0.2393