Run
1838054

Run 1838054

Task 6706 (Supervised Data Stream Classification) BNG(satimage) 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)_k7
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
0.9552
Per class
Confusion matrix
F measure
0.8359
Per class
Kappa
0.8002
KB relative information score
771264.8681
Mean absolute error
0.0856
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.8379
Per class
Predictive accuracy
0.8388
Prior entropy
2.585
Recall
0.8388
Per class
Relative absolute error
0.3082
Root mean prior squared error
0.3727
Root mean squared error
0.2024
Root relative squared error
0.5432