Run
1837965

Run 1837965

Task 2159 (Supervised Data Stream Classification) BNG(dermatology) 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
0.9968
Per class
Confusion matrix
F measure
0.9828
Per class
Kappa
0.9785
KB relative information score
913310.2624
Mean absolute error
0.0417
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.983
Per class
Predictive accuracy
0.9828
Prior entropy
2.585
Recall
0.9828
Per class
Relative absolute error
0.1502
Root mean prior squared error
0.3727
Root mean squared error
0.1063
Root relative squared error
0.2852