Run
543629

Run 543629

Task 178 (Supervised Data Stream Classification) BNG(trains) Uploaded 26-03-2016 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)_k6
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
0.9695
Per class
Confusion matrix
F measure
0.9119
Per class
Kappa
0.824
KB relative information score
790466.7194
Mean absolute error
0.1091
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9141
Per class
Predictive accuracy
0.912
Prior entropy
1
Recall
0.912
Per class
Relative absolute error
0.2181
Root mean prior squared error
0.5
Root mean squared error
0.2471
Root relative squared error
0.4943