Run
571199

Run 571199

Task 2156 (Supervised Data Stream Classification) BNG(credit-g) Uploaded 03-05-2016 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,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastWindowed(1)_g1000
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
0.6958
Per class
Confusion matrix
F measure
0.7647
Per class
Kappa
0.423
KB relative information score
551064
Mean absolute error
0.2245
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.765
Per class
Predictive accuracy
0.7755
Prior entropy
1
Recall
0.7755
Per class
Relative absolute error
0.4489
Root mean prior squared error
0.5
Root mean squared error
0.4738
Root relative squared error
0.9476