Run
1837840

Run 1837840

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)_k4
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
0.8833
Per class
Confusion matrix
F measure
0.6746
Per class
Kappa
0.6432
KB relative information score
615686.5957
Mean absolute error
0.0917
Mean prior absolute error
0.1653
Number of instances
1000000
Per class
Precision
0.6747
Per class
Predictive accuracy
0.6757
Prior entropy
3.4594
Recall
0.6757
Per class
Relative absolute error
0.5549
Root mean prior squared error
0.2875
Root mean squared error
0.2212
Root relative squared error
0.7694