Run
543915

Run 543915

Task 160 (Supervised Data Stream Classification) BNG(mushroom) Uploaded 29-03-2016 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)_k5
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
0.9969
Per class
Confusion matrix
F measure
0.9736
Per class
Kappa
0.9471
KB relative information score
911504.3914
Mean absolute error
0.0478
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.974
Per class
Predictive accuracy
0.9736
Prior entropy
1
Recall
0.9736
Per class
Relative absolute error
0.0956
Root mean prior squared error
0.5
Root mean squared error
0.145
Root relative squared error
0.2899