Run
536303

Run 536303

Task 2244 (Supervised Data Stream Classification) adult 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
0.755
Per class
Confusion matrix
F measure
0.837
Per class
Kappa
0.5404
KB relative information score
33414
Mean absolute error
0.1579
Mean prior absolute error
0.5
Number of instances
48842
Per class
Precision
0.8353
Per class
Predictive accuracy
0.8421
Prior entropy
1
Recall
0.8421
Per class
Relative absolute error
0.3159
Root mean prior squared error
0.5
Root mean squared error
0.3974
Root relative squared error
0.7948