Run
1834241

Run 1834241

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) Uploaded 22-10-2016 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)_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
0.9006
Per class
Confusion matrix
F measure
0.8709
Per class
Kappa
0.7405
KB relative information score
737665
Mean absolute error
0.1312
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8744
Per class
Predictive accuracy
0.8706
Prior entropy
1
Recall
0.8706
Per class
Relative absolute error
0.2623
Root mean prior squared error
0.5
Root mean squared error
0.3299
Root relative squared error
0.6597