Run
1837892

Run 1837892

Task 2132 (Supervised Data Stream Classification) BNG(lymph) Uploaded 29-10-2016 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)_ptrue

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
0.9522
Per class
Confusion matrix
F measure
0.8963
Per class
Kappa
0.8065
KB relative information score
851890.4368
Mean absolute error
0.0692
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.8968
Per class
Predictive accuracy
0.8974
Prior entropy
2
Recall
0.8974
Per class
Relative absolute error
0.1846
Root mean prior squared error
0.433
Root mean squared error
0.2017
Root relative squared error
0.4658