Run
1836954

Run 1836954

Task 2168 (Supervised Data Stream Classification) BNG(zoo) Uploaded 28-10-2016 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)_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
0.9823
Per class
Confusion matrix
F measure
0.921
Per class
Kappa
0.9003
KB relative information score
847993.7404
Mean absolute error
0.0572
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.9217
Per class
Predictive accuracy
0.9242
Prior entropy
2.8074
Recall
0.9242
Per class
Relative absolute error
0.2336
Root mean prior squared error
0.3499
Root mean squared error
0.1496
Root relative squared error
0.4276