Run
1838040

Run 1838040

Task 2130 (Supervised Data Stream Classification) BNG(letter) 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
0.8158
Per class
Confusion matrix
F measure
0.496
Per class
Kappa
0.4819
KB relative information score
524087.7939
Mean absolute error
0.0478
Mean prior absolute error
0.074
Number of instances
1000000
Per class
Precision
0.5016
Per class
Predictive accuracy
0.5019
Prior entropy
4.7004
Recall
0.5019
Per class
Relative absolute error
0.6465
Root mean prior squared error
0.1923
Root mean squared error
0.1647
Root relative squared error
0.8565