Run
536541

Run 536541

Task 2166 (Supervised Data Stream Classification) BNG(vowel) Uploaded 12-03-2016 by Jan van Rijn
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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
0.8396
Per class
Confusion matrix
F measure
0.7081
Per class
Kappa
0.6793
KB relative information score
696828.3642
Mean absolute error
0.053
Mean prior absolute error
0.1653
Number of instances
1000000
Per class
Precision
0.7079
Per class
Predictive accuracy
0.7084
Prior entropy
3.4594
Recall
0.7084
Per class
Relative absolute error
0.3207
Root mean prior squared error
0.2875
Root mean squared error
0.2303
Root relative squared error
0.8009