Run
1836819

Run 1836819

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)_k4
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
0.9962
Per class
Confusion matrix
F measure
0.9798
Per class
Kappa
0.9747
KB relative information score
956580.2641
Mean absolute error
0.0196
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9802
Per class
Predictive accuracy
0.9798
Prior entropy
2.585
Recall
0.9798
Per class
Relative absolute error
0.0707
Root mean prior squared error
0.3727
Root mean squared error
0.0868
Root relative squared error
0.2329