Run
1837784

Run 1837784

Task 2168 (Supervised Data Stream Classification) BNG(zoo) Uploaded 28-10-2016 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)_k3
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
0.9778
Per class
Confusion matrix
F measure
0.9361
Per class
Kappa
0.917
KB relative information score
932136.597
Mean absolute error
0.0212
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.9362
Per class
Predictive accuracy
0.9365
Prior entropy
2.8074
Recall
0.9365
Per class
Relative absolute error
0.0864
Root mean prior squared error
0.3499
Root mean squared error
0.1232
Root relative squared error
0.352