Run
1837898

Run 1837898

Task 2168 (Supervised Data Stream Classification) BNG(zoo) Uploaded 29-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.999
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k5
moa.BlastDecayed(9)_ptrue

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
0.982
Per class
Confusion matrix
F measure
0.9347
Per class
Kappa
0.9158
KB relative information score
898399.662
Mean absolute error
0.0371
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.9345
Per class
Predictive accuracy
0.9357
Prior entropy
2.8074
Recall
0.9357
Per class
Relative absolute error
0.1515
Root mean prior squared error
0.3499
Root mean squared error
0.1277
Root relative squared error
0.365