Run
536556

Run 536556

Task 2168 (Supervised Data Stream Classification) BNG(zoo) 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
0.9602
Per class
Confusion matrix
F measure
0.9296
Per class
Kappa
0.9087
KB relative information score
924608.0044
Mean absolute error
0.02
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.9295
Per class
Predictive accuracy
0.9301
Prior entropy
2.8074
Recall
0.9301
Per class
Relative absolute error
0.0815
Root mean prior squared error
0.3499
Root mean squared error
0.1413
Root relative squared error
0.4037