Run
544217

Run 544217

Task 175 (Supervised Data Stream Classification) BNG(spambase) Uploaded 31-03-2016 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)_k1
moa.BlastDecayed(1)_ptrue

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
329296
Mean absolute error
0.3354
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7143
Per class
Predictive accuracy
0.6646
Prior entropy
1
Recall
0.6646
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