Run
538735

Run 538735

Task 7309 (Supervised Data Stream Classification) Agrawal1 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,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
0.9435
Per class
Confusion matrix
F measure
0.9503
Per class
Kappa
0.8873
KB relative information score
900644
Mean absolute error
0.0497
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9503
Per class
Predictive accuracy
0.9503
Prior entropy
1
Recall
0.9503
Per class
Relative absolute error
0.0994
Root mean prior squared error
0.5
Root mean squared error
0.2229
Root relative squared error
0.4458