Run
1837969

Run 1837969

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)_k6
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
0.7155
Per class
Confusion matrix
F measure
0.649
Per class
Kappa
0.302
KB relative information score
151119.1131
Mean absolute error
0.3643
Mean prior absolute error
0.5
Number of instances
539383
Per class
Precision
0.6836
Per class
Predictive accuracy
0.6696
Prior entropy
1
Recall
0.6696
Per class
Relative absolute error
0.7286
Root mean prior squared error
0.5
Root mean squared error
0.4957
Root relative squared error
0.9915