Run
1838025

Run 1838025

Task 2166 (Supervised Data Stream Classification) BNG(vowel) Uploaded 29-10-2016 by Jan van Rijn
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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)_k7
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
0.8873
Per class
Confusion matrix
F measure
0.6653
Per class
Kappa
0.6332
KB relative information score
563999.5779
Mean absolute error
0.1041
Mean prior absolute error
0.1653
Number of instances
1000000
Per class
Precision
0.6658
Per class
Predictive accuracy
0.6666
Prior entropy
3.4594
Recall
0.6666
Per class
Relative absolute error
0.6298
Root mean prior squared error
0.2875
Root mean squared error
0.2235
Root relative squared error
0.7773