Run
1833575

Run 1833575

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) Uploaded 21-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w10
moa.BlastWindowed(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,trees.HoeffdingTree
moa.BlastWindowed(2)_g1
moa.BlastWindowed(2)_k1
moa.BlastWindowed(2)_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
0.8315
Per class
Confusion matrix
F measure
0.8366
Per class
Kappa
0.6684
KB relative information score
674922
Mean absolute error
0.1625
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.838
Per class
Predictive accuracy
0.8375
Prior entropy
1
Recall
0.8375
Per class
Relative absolute error
0.3251
Root mean prior squared error
0.5
Root mean squared error
0.4032
Root relative squared error
0.8063