Run
1838030

Run 1838030

Task 7275 (Supervised Data Stream Classification) airlines 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
0.7156
Per class
Confusion matrix
F measure
0.6204
Per class
Kappa
0.262
KB relative information score
138951.6643
Mean absolute error
0.3774
Mean prior absolute error
0.5
Number of instances
539383
Per class
Precision
0.686
Per class
Predictive accuracy
0.6553
Prior entropy
1
Recall
0.6553
Per class
Relative absolute error
0.7549
Root mean prior squared error
0.5
Root mean squared error
0.4927
Root relative squared error
0.9854