Run
1836668

Run 1836668

Task 191 (Supervised Data Stream Classification) Hyperplane_10_1E-4 Uploaded 27-10-2016 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)_k2
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
0.9437
Per class
Confusion matrix
F measure
0.926
Per class
Kappa
0.852
KB relative information score
921037.6908
Mean absolute error
0.0298
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.9267
Per class
Predictive accuracy
0.926
Prior entropy
2.3219
Recall
0.926
Per class
Relative absolute error
0.0932
Root mean prior squared error
0.4
Root mean squared error
0.1598
Root relative squared error
0.3995