Run
1837811

Run 1837811

Task 125959 (Supervised Data Stream Classification) BNG(optdigits) 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
0.979
Per class
Confusion matrix
F measure
0.9268
Per class
Kappa
0.9187
KB relative information score
928121.6453
Mean absolute error
0.018
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.9269
Per class
Predictive accuracy
0.9269
Prior entropy
3.3219
Recall
0.9269
Per class
Relative absolute error
0.0999
Root mean prior squared error
0.3
Root mean squared error
0.1082
Root relative squared error
0.3608