Run
1835746

Run 1835746

Task 2132 (Supervised Data Stream Classification) BNG(lymph) Uploaded 27-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.9
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k1
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
0.8821
Per class
Confusion matrix
F measure
0.8746
Per class
Kappa
0.7658
KB relative information score
849752.0645
Mean absolute error
0.0622
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.8745
Per class
Predictive accuracy
0.8756
Prior entropy
2
Recall
0.8756
Per class
Relative absolute error
0.1659
Root mean prior squared error
0.433
Root mean squared error
0.2494
Root relative squared error
0.576