Run
536630

Run 536630

Task 7285 (Supervised Data Stream Classification) BNG(JapaneseVowels) Uploaded 12-03-2016 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.kNNwithPAW,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
0.8844
Per class
Confusion matrix
F measure
0.794
Per class
Kappa
0.7684
KB relative information score
784854.8371
Mean absolute error
0.0454
Mean prior absolute error
0.1975
Number of instances
1000000
Per class
Precision
0.7936
Per class
Predictive accuracy
0.7958
Prior entropy
3.1699
Recall
0.7958
Per class
Relative absolute error
0.2297
Root mean prior squared error
0.3143
Root mean squared error
0.213
Root relative squared error
0.6778