Run
1837003

Run 1837003

Task 6706 (Supervised Data Stream Classification) BNG(satimage) 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)_k6
moa.BlastDecayed(9)_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
0.953
Per class
Confusion matrix
F measure
0.8308
Per class
Kappa
0.7947
KB relative information score
784792.9726
Mean absolute error
0.0784
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.8341
Per class
Predictive accuracy
0.8346
Prior entropy
2.585
Recall
0.8346
Per class
Relative absolute error
0.2824
Root mean prior squared error
0.3727
Root mean squared error
0.2042
Root relative squared error
0.548