Run
1837007

Run 1837007

Task 174 (Supervised Data Stream Classification) BNG(soybean) 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)_k7
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
0.9719
Per class
Confusion matrix
F measure
0.9013
Per class
Kappa
0.8922
KB relative information score
825261.0664
Mean absolute error
0.0342
Mean prior absolute error
0.0997
Number of instances
1000000
Per class
Precision
0.909
Per class
Predictive accuracy
0.9016
Prior entropy
4.2479
Recall
0.9016
Per class
Relative absolute error
0.343
Root mean prior squared error
0.2233
Root mean squared error
0.1113
Root relative squared error
0.4984