Run
536342

Run 536342

Task 7285 (Supervised Data Stream Classification) BNG(JapaneseVowels) Uploaded 11-03-2016 by Joaquin Vanschoren
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bfunctions.Perceptron,functions.SGD,meta.AccuracyWeightedEnsemble -l (meta.WEKAClassifier -l (weka.classifiers.rules.OneR -B 6)) -c 1000,meta.AccuracyWeightedEnsemble -l (meta.WEKAClassifier -l weka.classifiers.trees.DecisionStump) -c 1000,rules.RuleClassifier,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
0.8822
Per class
Confusion matrix
F measure
0.7906
Per class
Kappa
0.7639
KB relative information score
780692.0423
Mean absolute error
0.0463
Mean prior absolute error
0.1975
Number of instances
1000000
Per class
Precision
0.7904
Per class
Predictive accuracy
0.7919
Prior entropy
3.1699
Recall
0.7919
Per class
Relative absolute error
0.2342
Root mean prior squared error
0.3143
Root mean squared error
0.2151
Root relative squared error
0.6844