Run
543970

Run 543970

Task 7285 (Supervised Data Stream Classification) BNG(JapaneseVowels) Uploaded 29-03-2016 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(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k5
moa.BlastDecayed(1)_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
0.7997
Per class
Kappa
0.7751
KB relative information score
763926.4525
Mean absolute error
0.0673
Mean prior absolute error
0.1975
Number of instances
1000000
Per class
Precision
0.7991
Per class
Predictive accuracy
0.8017
Prior entropy
3.1699
Recall
0.8017
Per class
Relative absolute error
0.3409
Root mean prior squared error
0.3143
Root mean squared error
0.1858
Root relative squared error
0.5913