Run
1835673

Run 1835673

Task 178 (Supervised Data Stream Classification) BNG(trains) 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)_k1
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
0.9391
Per class
Confusion matrix
F measure
0.9391
Per class
Kappa
0.8782
KB relative information score
878244
Mean absolute error
0.0609
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9392
Per class
Predictive accuracy
0.9391
Prior entropy
1
Recall
0.9391
Per class
Relative absolute error
0.1218
Root mean prior squared error
0.5
Root mean squared error
0.2467
Root relative squared error
0.4935