Run
1834554

Run 1834554

Task 2160 (Supervised Data Stream Classification) BNG(sonar) Uploaded 23-10-2016 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,trees.HoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k2
moa.BlastDecayed(9)_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
0.8436
Per class
Confusion matrix
F measure
0.7997
Per class
Kappa
0.5975
KB relative information score
577634.4071
Mean absolute error
0.2113
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7998
Per class
Predictive accuracy
0.8
Prior entropy
1
Recall
0.8
Per class
Relative absolute error
0.4225
Root mean prior squared error
0.5
Root mean squared error
0.4052
Root relative squared error
0.8104