Run
1837786

Run 1837786

Task 7275 (Supervised Data Stream Classification) airlines 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)_k3
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
0.7041
Per class
Confusion matrix
F measure
0.6574
Per class
Kappa
0.3135
KB relative information score
174513.7592
Mean absolute error
0.3399
Mean prior absolute error
0.5
Number of instances
539383
Per class
Precision
0.6813
Per class
Predictive accuracy
0.673
Prior entropy
1
Recall
0.673
Per class
Relative absolute error
0.6798
Root mean prior squared error
0.5
Root mean squared error
0.5114
Root relative squared error
1.0229