Run
1837043

Run 1837043

Task 2159 (Supervised Data Stream Classification) BNG(dermatology) 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
0.9968
Per class
Confusion matrix
F measure
0.967
Per class
Kappa
0.9588
KB relative information score
848841.7169
Mean absolute error
0.071
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9695
Per class
Predictive accuracy
0.9671
Prior entropy
2.585
Recall
0.9671
Per class
Relative absolute error
0.2557
Root mean prior squared error
0.3727
Root mean squared error
0.1438
Root relative squared error
0.3857