Run
1836894

Run 1836894

Task 2130 (Supervised Data Stream Classification) BNG(letter) 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)_k5
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
0.8115
Per class
Confusion matrix
F measure
0.4599
Per class
Kappa
0.4446
KB relative information score
505635.7309
Mean absolute error
0.0506
Mean prior absolute error
0.074
Number of instances
1000000
Per class
Precision
0.488
Per class
Predictive accuracy
0.466
Prior entropy
4.7004
Recall
0.466
Per class
Relative absolute error
0.6843
Root mean prior squared error
0.1923
Root mean squared error
0.1684
Root relative squared error
0.8756