Run
1833636

Run 1833636

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)_w100
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
0.8665
Per class
Confusion matrix
F measure
0.8688
Per class
Kappa
0.7343
KB relative information score
737786
Mean absolute error
0.1311
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8688
Per class
Predictive accuracy
0.8689
Prior entropy
1
Recall
0.8689
Per class
Relative absolute error
0.2622
Root mean prior squared error
0.5
Root mean squared error
0.3621
Root relative squared error
0.7242