Run
543577

Run 543577

Task 199 (Supervised Data Stream Classification) SEA(50) Uploaded 25-03-2016 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)_k4
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
0.8813
Per class
Confusion matrix
F measure
0.8752
Per class
Kappa
0.7352
KB relative information score
722500.6716
Mean absolute error
0.1412
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8757
Per class
Predictive accuracy
0.8762
Prior entropy
1
Recall
0.8762
Per class
Relative absolute error
0.2824
Root mean prior squared error
0.5
Root mean squared error
0.3382
Root relative squared error
0.6765