Run
1837928

Run 1837928

Task 160 (Supervised Data Stream Classification) BNG(mushroom) Uploaded 29-10-2016 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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)_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
0.9971
Per class
Confusion matrix
F measure
0.9761
Per class
Kappa
0.952
KB relative information score
893104.4366
Mean absolute error
0.0592
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9764
Per class
Predictive accuracy
0.9761
Prior entropy
1
Recall
0.9761
Per class
Relative absolute error
0.1184
Root mean prior squared error
0.5
Root mean squared error
0.1522
Root relative squared error
0.3045