Run
1837955

Run 1837955

Task 2132 (Supervised Data Stream Classification) BNG(lymph) 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)_k6
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
0.9555
Per class
Confusion matrix
F measure
0.8959
Per class
Kappa
0.806
KB relative information score
834643.2409
Mean absolute error
0.0804
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.8967
Per class
Predictive accuracy
0.8972
Prior entropy
2
Recall
0.8972
Per class
Relative absolute error
0.2143
Root mean prior squared error
0.433
Root mean squared error
0.2028
Root relative squared error
0.4683