Run
543676

Run 543676

Task 7309 (Supervised Data Stream Classification) Agrawal1 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)_k6
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
0.9591
Per class
Confusion matrix
F measure
0.6882
Per class
Kappa
0.2856
KB relative information score
583009.8688
Mean absolute error
0.212
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8131
Per class
Predictive accuracy
0.7469
Prior entropy
1
Recall
0.7469
Per class
Relative absolute error
0.424
Root mean prior squared error
0.5
Root mean squared error
0.3423
Root relative squared error
0.6846