Run
529037

Run 529037

Task 2166 (Supervised Data Stream Classification) BNG(vowel) Uploaded 03-03-2016 by Joaquin Vanschoren
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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.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k1
moa.BlastDecayed(1)_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
0.8407
Per class
Confusion matrix
F measure
0.7099
Per class
Kappa
0.6813
KB relative information score
698779.9701
Mean absolute error
0.0527
Mean prior absolute error
0.1653
Number of instances
1000000
Per class
Precision
0.7096
Per class
Predictive accuracy
0.7103
Prior entropy
3.4594
Recall
0.7103
Per class
Relative absolute error
0.3187
Root mean prior squared error
0.2875
Root mean squared error
0.2295
Root relative squared error
0.7983