Run
543617

Run 543617

Task 6706 (Supervised Data Stream Classification) BNG(satimage) Uploaded 26-03-2016 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(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)_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
0.9516
Per class
Confusion matrix
F measure
0.8345
Per class
Kappa
0.7977
KB relative information score
810087.7525
Mean absolute error
0.0676
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.8368
Per class
Predictive accuracy
0.8368
Prior entropy
2.585
Recall
0.8368
Per class
Relative absolute error
0.2433
Root mean prior squared error
0.3727
Root mean squared error
0.2014
Root relative squared error
0.5404