Run
1835815

Run 1835815

Task 2159 (Supervised Data Stream Classification) BNG(dermatology) Uploaded 27-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.99
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
0.991
Per class
Confusion matrix
F measure
0.9848
Per class
Kappa
0.981
KB relative information score
983263.2307
Mean absolute error
0.0051
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9848
Per class
Predictive accuracy
0.9848
Prior entropy
2.585
Recall
0.9848
Per class
Relative absolute error
0.0182
Root mean prior squared error
0.3727
Root mean squared error
0.0712
Root relative squared error
0.1909