Run
529072

Run 529072

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.HoeffdingTree,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
0.8406
Per class
Confusion matrix
F measure
0.7098
Per class
Kappa
0.6812
KB relative information score
698677.0352
Mean absolute error
0.0527
Mean prior absolute error
0.1653
Number of instances
1000000
Per class
Precision
0.7095
Per class
Predictive accuracy
0.7102
Prior entropy
3.4594
Recall
0.7102
Per class
Relative absolute error
0.3188
Root mean prior squared error
0.2875
Root mean squared error
0.2295
Root relative squared error
0.7985