Run
536558

Run 536558

Task 2244 (Supervised Data Stream Classification) adult Uploaded 12-03-2016 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
0.7576
Per class
Confusion matrix
F measure
0.8371
Per class
Kappa
0.542
KB relative information score
33364
Mean absolute error
0.1585
Mean prior absolute error
0.5
Number of instances
48842
Per class
Precision
0.8353
Per class
Predictive accuracy
0.8416
Prior entropy
1
Recall
0.8416
Per class
Relative absolute error
0.3169
Root mean prior squared error
0.5
Root mean squared error
0.3981
Root relative squared error
0.7961