Run
1836876

Run 1836876

Task 2166 (Supervised Data Stream Classification) BNG(vowel) Uploaded 28-10-2016 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)_k5
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
0.863
Per class
Confusion matrix
F measure
0.5212
Per class
Kappa
0.4797
KB relative information score
524560.2785
Mean absolute error
0.1109
Mean prior absolute error
0.1653
Number of instances
1000000
Per class
Precision
0.5353
Per class
Predictive accuracy
0.527
Prior entropy
3.4594
Recall
0.527
Per class
Relative absolute error
0.671
Root mean prior squared error
0.2875
Root mean squared error
0.2408
Root relative squared error
0.8376