Run
1837783

Run 1837783

Task 125960 (Supervised Data Stream Classification) 20_newsgroups.drift 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)_k5
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
0.998
Per class
Confusion matrix
F measure
0.9777
Per class
Kappa
0.7434
KB relative information score
380700.9999
Mean absolute error
0.0248
Mean prior absolute error
0.5
Number of instances
399940
Per class
Precision
0.9798
Per class
Predictive accuracy
0.9799
Prior entropy
1
Recall
0.9799
Per class
Relative absolute error
0.0496
Root mean prior squared error
0.5
Root mean squared error
0.1118
Root relative squared error
0.2235