Run
1835668

Run 1835668

Task 125958 (Supervised Data Stream Classification) BNG(spambase) Uploaded 27-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w1000
moa.BlastWindowed(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastWindowed(2)_g1000
moa.BlastWindowed(2)_k1
moa.BlastWindowed(2)_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
0.5817
Per class
Confusion matrix
F measure
0.5938
Per class
Kappa
0.1888
KB relative information score
328996
Mean absolute error
0.3355
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7155
Per class
Predictive accuracy
0.6645
Prior entropy
1
Recall
0.6645
Per class
Relative absolute error
0.671
Root mean prior squared error
0.5
Root mean squared error
0.5792
Root relative squared error
1.1585