Run
1834541

Run 1834541

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)_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
0.9015
Per class
Confusion matrix
F measure
0.8777
Per class
Kappa
0.7525
KB relative information score
737946.9859
Mean absolute error
0.1311
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8777
Per class
Predictive accuracy
0.8778
Prior entropy
1
Recall
0.8778
Per class
Relative absolute error
0.2621
Root mean prior squared error
0.5
Root mean squared error
0.3297
Root relative squared error
0.6594