Run
543516

Run 543516

Task 160 (Supervised Data Stream Classification) BNG(mushroom) Uploaded 25-03-2016 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)_k4
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
0.9961
Per class
Confusion matrix
F measure
0.9707
Per class
Kappa
0.9412
KB relative information score
925232.9624
Mean absolute error
0.0401
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9717
Per class
Predictive accuracy
0.9707
Prior entropy
1
Recall
0.9707
Per class
Relative absolute error
0.0802
Root mean prior squared error
0.5
Root mean squared error
0.1357
Root relative squared error
0.2713