Run
1837800

Run 1837800

Task 2157 (Supervised Data Stream Classification) BNG(pendigits) 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)_k3
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
0.9418
Per class
Confusion matrix
F measure
0.8189
Per class
Kappa
0.7996
KB relative information score
826775.2477
Mean absolute error
0.0415
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8203
Per class
Predictive accuracy
0.8197
Prior entropy
3.3219
Recall
0.8197
Per class
Relative absolute error
0.2307
Root mean prior squared error
0.3
Root mean squared error
0.1677
Root relative squared error
0.5591