Run
1834774

Run 1834774

Task 2160 (Supervised Data Stream Classification) BNG(sonar) Uploaded 24-10-2016 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)_k5
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
0.8658
Per class
Confusion matrix
F measure
0.797
Per class
Kappa
0.5922
KB relative information score
535771.1939
Mean absolute error
0.2378
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7969
Per class
Predictive accuracy
0.797
Prior entropy
1
Recall
0.797
Per class
Relative absolute error
0.4756
Root mean prior squared error
0.5
Root mean squared error
0.3897
Root relative squared error
0.7794