Run
536542

Run 536542

Task 2164 (Supervised Data Stream Classification) BNG(vehicle) 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
0.7736
Per class
Confusion matrix
F measure
0.646
Per class
Kappa
0.5475
KB relative information score
590112.5905
Mean absolute error
0.1697
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.6449
Per class
Predictive accuracy
0.6606
Prior entropy
2
Recall
0.6606
Per class
Relative absolute error
0.4526
Root mean prior squared error
0.433
Root mean squared error
0.412
Root relative squared error
0.9514