Run
1837847

Run 1837847

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)_k4
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
0.9964
Per class
Confusion matrix
F measure
0.9858
Per class
Kappa
0.9823
KB relative information score
959769.3788
Mean absolute error
0.0182
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9858
Per class
Predictive accuracy
0.9858
Prior entropy
2.585
Recall
0.9858
Per class
Relative absolute error
0.0655
Root mean prior squared error
0.3727
Root mean squared error
0.0828
Root relative squared error
0.2221