Run
543152

Run 543152

Task 175 (Supervised Data Stream Classification) BNG(spambase) Uploaded 24-03-2016 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.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k2
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
0.5839
Per class
Confusion matrix
F measure
0.5893
Per class
Kappa
0.1833
KB relative information score
327493
Mean absolute error
0.3363
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7216
Per class
Predictive accuracy
0.6634
Prior entropy
1
Recall
0.6634
Per class
Relative absolute error
0.6725
Root mean prior squared error
0.5
Root mean squared error
0.5767
Root relative squared error
1.1534