Run
1837903

Run 1837903

Task 2159 (Supervised Data Stream Classification) BNG(dermatology) Uploaded 29-10-2016 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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)_k5
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
0.9967
Per class
Confusion matrix
F measure
0.9842
Per class
Kappa
0.9803
KB relative information score
938356.1663
Mean absolute error
0.0291
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9843
Per class
Predictive accuracy
0.9843
Prior entropy
2.585
Recall
0.9843
Per class
Relative absolute error
0.1047
Root mean prior squared error
0.3727
Root mean squared error
0.0943
Root relative squared error
0.2531