Run
1835842

Run 1835842

Task 7309 (Supervised Data Stream Classification) Agrawal1 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)_a0.99
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
0.942
Per class
Confusion matrix
F measure
0.949
Per class
Kappa
0.8842
KB relative information score
897938
Mean absolute error
0.051
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.949
Per class
Predictive accuracy
0.949
Prior entropy
1
Recall
0.949
Per class
Relative absolute error
0.1021
Root mean prior squared error
0.5
Root mean squared error
0.2259
Root relative squared error
0.4518