Run
1834987

Run 1834987

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) Uploaded 25-10-2016 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,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
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
0.8311
Per class
Confusion matrix
F measure
0.8351
Per class
Kappa
0.6656
KB relative information score
671222
Mean absolute error
0.1644
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8355
Per class
Predictive accuracy
0.8356
Prior entropy
1
Recall
0.8356
Per class
Relative absolute error
0.3288
Root mean prior squared error
0.5
Root mean squared error
0.4054
Root relative squared error
0.8109