Run
1835639

Run 1835639

Task 2168 (Supervised Data Stream Classification) BNG(zoo) Uploaded 27-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w1000
moa.BlastWindowed(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastWindowed(2)_g1000
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
0.9603
Per class
Confusion matrix
F measure
0.9297
Per class
Kappa
0.9083
KB relative information score
924233.5158
Mean absolute error
0.0201
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.9299
Per class
Predictive accuracy
0.9298
Prior entropy
2.8074
Recall
0.9298
Per class
Relative absolute error
0.0819
Root mean prior squared error
0.3499
Root mean squared error
0.1416
Root relative squared error
0.4047