Run
570897

Run 570897

Task 2168 (Supervised Data Stream Classification) BNG(zoo) Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g10
moa.BlastDecayed(1)_k1
moa.BlastDecayed(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
0.9596
Per class
Confusion matrix
F measure
0.9284
Per class
Kappa
0.9054
KB relative information score
921685.4827
Mean absolute error
0.0207
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.9298
Per class
Predictive accuracy
0.9274
Prior entropy
2.8074
Recall
0.9274
Per class
Relative absolute error
0.0847
Root mean prior squared error
0.3499
Root mean squared error
0.144
Root relative squared error
0.4115