Run
538732

Run 538732

Task 2130 (Supervised Data Stream Classification) BNG(letter) 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
0.7509
Per class
Confusion matrix
F measure
0.5189
Per class
Kappa
0.5017
KB relative information score
515115.4267
Mean absolute error
0.0369
Mean prior absolute error
0.074
Number of instances
1000000
Per class
Precision
0.5204
Per class
Predictive accuracy
0.5209
Prior entropy
4.7004
Recall
0.5209
Per class
Relative absolute error
0.4983
Root mean prior squared error
0.1923
Root mean squared error
0.192
Root relative squared error
0.9983