Run
536417

Run 536417

Task 2244 (Supervised Data Stream Classification) adult 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,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
0.758
Per class
Confusion matrix
F measure
0.8373
Per class
Kappa
0.5427
KB relative information score
33378
Mean absolute error
0.1583
Mean prior absolute error
0.5
Number of instances
48842
Per class
Precision
0.8355
Per class
Predictive accuracy
0.8417
Prior entropy
1
Recall
0.8417
Per class
Relative absolute error
0.3166
Root mean prior squared error
0.5
Root mean squared error
0.3979
Root relative squared error
0.7958