Run
538748

Run 538748

Task 2157 (Supervised Data Stream Classification) BNG(pendigits) Uploaded 22-03-2016 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
0.9013
Per class
Confusion matrix
F measure
0.8218
Per class
Kappa
0.8026
KB relative information score
814260.9206
Mean absolute error
0.0355
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8219
Per class
Predictive accuracy
0.8224
Prior entropy
3.3219
Recall
0.8224
Per class
Relative absolute error
0.1973
Root mean prior squared error
0.3
Root mean squared error
0.1885
Root relative squared error
0.6282