Run
1837009

Run 1837009

Task 178 (Supervised Data Stream Classification) BNG(trains) Uploaded 28-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.999
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k7
moa.BlastDecayed(9)_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
0.9711
Per class
Confusion matrix
F measure
0.9162
Per class
Kappa
0.8324
KB relative information score
772735.6921
Mean absolute error
0.1204
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9164
Per class
Predictive accuracy
0.9162
Prior entropy
1
Recall
0.9162
Per class
Relative absolute error
0.2408
Root mean prior squared error
0.5
Root mean squared error
0.247
Root relative squared error
0.4939