Run
1836746

Run 1836746

Task 2132 (Supervised Data Stream Classification) BNG(lymph) 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)_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
0.9377
Per class
Confusion matrix
F measure
0.8961
Per class
Kappa
0.8055
KB relative information score
861870.1249
Mean absolute error
0.0627
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.8971
Per class
Predictive accuracy
0.8964
Prior entropy
2
Recall
0.8964
Per class
Relative absolute error
0.1671
Root mean prior squared error
0.433
Root mean squared error
0.2075
Root relative squared error
0.4793