Run
525125

Run 525125

Task 2156 (Supervised Data Stream Classification) BNG(credit-g) Uploaded 19-02-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.99
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,trees.HoeffdingTree
moa.BlastDecayed(1)_g1000
moa.BlastDecayed(1)_k1
moa.BlastDecayed(1)_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
0.6924
Per class
Confusion matrix
F measure
0.7614
Per class
Kappa
0.4152
KB relative information score
544502
Mean absolute error
0.2277
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7614
Per class
Predictive accuracy
0.7723
Prior entropy
1
Recall
0.7723
Per class
Relative absolute error
0.4555
Root mean prior squared error
0.5
Root mean squared error
0.4772
Root relative squared error
0.9545