Run
1836735

Run 1836735

Task 199 (Supervised Data Stream Classification) SEA(50) Uploaded 27-10-2016 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)_k3
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
0.8809
Per class
Confusion matrix
F measure
0.8775
Per class
Kappa
0.7394
KB relative information score
735640.3984
Mean absolute error
0.1337
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8794
Per class
Predictive accuracy
0.879
Prior entropy
1
Recall
0.879
Per class
Relative absolute error
0.2675
Root mean prior squared error
0.5
Root mean squared error
0.3368
Root relative squared error
0.6737