Run
1837906

Run 1837906

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)_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
0.7155
Per class
Confusion matrix
F measure
0.6457
Per class
Kappa
0.2962
KB relative information score
159107.2024
Mean absolute error
0.3563
Mean prior absolute error
0.5
Number of instances
539383
Per class
Precision
0.6819
Per class
Predictive accuracy
0.6672
Prior entropy
1
Recall
0.6672
Per class
Relative absolute error
0.7126
Root mean prior squared error
0.5
Root mean squared error
0.4976
Root relative squared error
0.9952