Run
529053

Run 529053

Task 175 (Supervised Data Stream Classification) BNG(spambase) Uploaded 03-03-2016 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.kNN,rules.RuleClassifier,trees.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.HoeffdingTree,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
0.5942
Per class
Kappa
0.1891
KB relative information score
328936
Mean absolute error
0.3355
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7142
Per class
Predictive accuracy
0.6645
Prior entropy
1
Recall
0.6645
Per class
Relative absolute error
0.6711
Root mean prior squared error
0.5
Root mean squared error
0.5793
Root relative squared error
1.1585