Run
536447

Run 536447

Task 185 (Supervised Data Stream Classification) BNG(ionosphere) 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
0.9403
Per class
Confusion matrix
F measure
0.9459
Per class
Kappa
0.8824
KB relative information score
891934
Mean absolute error
0.054
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9459
Per class
Predictive accuracy
0.946
Prior entropy
1
Recall
0.946
Per class
Relative absolute error
0.1081
Root mean prior squared error
0.5
Root mean squared error
0.2325
Root relative squared error
0.4649