Run
1837936

Run 1837936

Task 178 (Supervised Data Stream Classification) BNG(trains) 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)_k6
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
0.9721
Per class
Confusion matrix
F measure
0.926
Per class
Kappa
0.852
KB relative information score
792750.5768
Mean absolute error
0.108
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9263
Per class
Predictive accuracy
0.926
Prior entropy
1
Recall
0.926
Per class
Relative absolute error
0.216
Root mean prior squared error
0.5
Root mean squared error
0.2456
Root relative squared error
0.4912