Run
536333

Run 536333

Task 175 (Supervised Data Stream Classification) BNG(spambase) 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
0.5819
Per class
Confusion matrix
F measure
0.594
Per class
Kappa
0.1892
KB relative information score
329240
Mean absolute error
0.3354
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7154
Per class
Predictive accuracy
0.6646
Prior entropy
1
Recall
0.6646
Per class
Relative absolute error
0.6708
Root mean prior squared error
0.5
Root mean squared error
0.5791
Root relative squared error
1.1582