Run
570900

Run 570900

Task 175 (Supervised Data Stream Classification) BNG(spambase) Uploaded 03-05-2016 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.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g10
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
0.5822
Per class
Confusion matrix
F measure
0.5945
Per class
Kappa
0.1896
KB relative information score
329308
Mean absolute error
0.3353
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7144
Per class
Predictive accuracy
0.6647
Prior entropy
1
Recall
0.6647
Per class
Relative absolute error
0.6707
Root mean prior squared error
0.5
Root mean squared error
0.5791
Root relative squared error
1.1582