Run
544131

Run 544131

Task 7275 (Supervised Data Stream Classification) airlines Uploaded 30-03-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k3
moa.BlastDecayed(1)_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
0.7042
Per class
Confusion matrix
F measure
0.6575
Per class
Kappa
0.3137
KB relative information score
174551.8807
Mean absolute error
0.3398
Mean prior absolute error
0.5
Number of instances
539383
Per class
Precision
0.6814
Per class
Predictive accuracy
0.6731
Prior entropy
1
Recall
0.6731
Per class
Relative absolute error
0.6797
Root mean prior squared error
0.5
Root mean squared error
0.5113
Root relative squared error
1.0226