Run
536320

Run 536320

Task 2156 (Supervised Data Stream Classification) BNG(credit-g) 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
0.6944
Per class
Confusion matrix
F measure
0.7651
Per class
Kappa
0.4228
KB relative information score
554088
Mean absolute error
0.223
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7665
Per class
Predictive accuracy
0.777
Prior entropy
1
Recall
0.777
Per class
Relative absolute error
0.4459
Root mean prior squared error
0.5
Root mean squared error
0.4722
Root relative squared error
0.9444