Run
543227

Run 543227

Task 2159 (Supervised Data Stream Classification) BNG(dermatology) Uploaded 24-03-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k2
moa.BlastDecayed(1)_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
0.9933
Per class
Confusion matrix
F measure
0.9815
Per class
Kappa
0.9769
KB relative information score
982569.1749
Mean absolute error
0.0059
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9816
Per class
Predictive accuracy
0.9815
Prior entropy
2.585
Recall
0.9815
Per class
Relative absolute error
0.0213
Root mean prior squared error
0.3727
Root mean squared error
0.0693
Root relative squared error
0.1858