Run
536463

Run 536463

Task 2129 (Supervised Data Stream Classification) BNG(labor) 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)_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
0.9331
Per class
Confusion matrix
F measure
0.9414
Per class
Kappa
0.8714
KB relative information score
883216
Mean absolute error
0.0584
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9414
Per class
Predictive accuracy
0.9416
Prior entropy
1
Recall
0.9416
Per class
Relative absolute error
0.1168
Root mean prior squared error
0.5
Root mean squared error
0.2416
Root relative squared error
0.4833