Run
525727

Run 525727

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

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w1000
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,trees.HoeffdingTree
moa.BlastWindowed(1)_g100
moa.BlastWindowed(1)_k1
moa.BlastWindowed(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
0.696
Per class
Confusion matrix
F measure
0.7648
Per class
Kappa
0.4233
KB relative information score
551176
Mean absolute error
0.2244
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7651
Per class
Predictive accuracy
0.7756
Prior entropy
1
Recall
0.7756
Per class
Relative absolute error
0.4488
Root mean prior squared error
0.5
Root mean squared error
0.4737
Root relative squared error
0.9474