Run
536278

Run 536278

Task 182 (Supervised Data Stream Classification) BNG(vote) Uploaded 11-03-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_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
0.9618
Per class
Confusion matrix
F measure
0.9641
Per class
Kappa
0.9242
KB relative information score
121652
Mean absolute error
0.0359
Mean prior absolute error
0.5
Number of instances
131072
Per class
Precision
0.964
Per class
Predictive accuracy
0.9641
Prior entropy
1
Recall
0.9641
Per class
Relative absolute error
0.0719
Root mean prior squared error
0.5
Root mean squared error
0.1896
Root relative squared error
0.3791