Run
1836714

Run 1836714

Task 2130 (Supervised Data Stream Classification) BNG(letter) 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
0.7797
Per class
Confusion matrix
F measure
0.4658
Per class
Kappa
0.4519
KB relative information score
535285.3322
Mean absolute error
0.04
Mean prior absolute error
0.074
Number of instances
1000000
Per class
Precision
0.4907
Per class
Predictive accuracy
0.473
Prior entropy
4.7004
Recall
0.473
Per class
Relative absolute error
0.541
Root mean prior squared error
0.1923
Root mean squared error
0.179
Root relative squared error
0.9307