Run
1835144

Run 1835144

Task 2168 (Supervised Data Stream Classification) BNG(zoo) Uploaded 26-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w10000
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
0.961
Per class
Confusion matrix
F measure
0.931
Per class
Kappa
0.9099
KB relative information score
925501.5967
Mean absolute error
0.0197
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.9314
Per class
Predictive accuracy
0.931
Prior entropy
2.8074
Recall
0.931
Per class
Relative absolute error
0.0805
Root mean prior squared error
0.3499
Root mean squared error
0.1404
Root relative squared error
0.4013