Run
1836725

Run 1836725

Task 174 (Supervised Data Stream Classification) BNG(soybean) 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)_k3
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
0.9644
Per class
Confusion matrix
F measure
0.9042
Per class
Kappa
0.8955
KB relative information score
911673.4694
Mean absolute error
0.0118
Mean prior absolute error
0.0997
Number of instances
1000000
Per class
Precision
0.9098
Per class
Predictive accuracy
0.9045
Prior entropy
4.2479
Recall
0.9045
Per class
Relative absolute error
0.1188
Root mean prior squared error
0.2233
Root mean squared error
0.0921
Root relative squared error
0.4123