Run
1836727

Run 1836727

Task 125959 (Supervised Data Stream Classification) BNG(optdigits) 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)_k2
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
0.9726
Per class
Confusion matrix
F measure
0.9145
Per class
Kappa
0.9056
KB relative information score
926184.531
Mean absolute error
0.0173
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.9163
Per class
Predictive accuracy
0.9151
Prior entropy
3.3219
Recall
0.9151
Per class
Relative absolute error
0.0961
Root mean prior squared error
0.3
Root mean squared error
0.113
Root relative squared error
0.3768