Run
1837799

Run 1837799

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)_k3
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
0.7991
Per class
Confusion matrix
F measure
0.5023
Per class
Kappa
0.4865
KB relative information score
543322.7603
Mean absolute error
0.0424
Mean prior absolute error
0.074
Number of instances
1000000
Per class
Precision
0.506
Per class
Predictive accuracy
0.5063
Prior entropy
4.7004
Recall
0.5063
Per class
Relative absolute error
0.5732
Root mean prior squared error
0.1923
Root mean squared error
0.1712
Root relative squared error
0.89