Run
1838028

Run 1838028

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)_k7
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
0.9971
Per class
Confusion matrix
F measure
0.9823
Per class
Kappa
0.9779
KB relative information score
890539.8504
Mean absolute error
0.0532
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9826
Per class
Predictive accuracy
0.9823
Prior entropy
2.585
Recall
0.9823
Per class
Relative absolute error
0.1916
Root mean prior squared error
0.3727
Root mean squared error
0.1157
Root relative squared error
0.3106