Run
1834421

Run 1834421

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) 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)_k5
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
0.9039
Per class
Confusion matrix
F measure
0.8585
Per class
Kappa
0.7127
KB relative information score
545653.9019
Mean absolute error
0.2434
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8632
Per class
Predictive accuracy
0.8599
Prior entropy
1
Recall
0.8599
Per class
Relative absolute error
0.4868
Root mean prior squared error
0.5
Root mean squared error
0.3472
Root relative squared error
0.6943