Run
1837777

Run 1837777

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)_k3
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
0.8737
Per class
Confusion matrix
F measure
0.6733
Per class
Kappa
0.6416
KB relative information score
637070.7423
Mean absolute error
0.0847
Mean prior absolute error
0.1653
Number of instances
1000000
Per class
Precision
0.6733
Per class
Predictive accuracy
0.6742
Prior entropy
3.4594
Recall
0.6742
Per class
Relative absolute error
0.5126
Root mean prior squared error
0.2875
Root mean squared error
0.2214
Root relative squared error
0.77