Run
570720

Run 570720

Task 7317 (Supervised Data Stream Classification) AirlinesCodrnaAdult Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.9
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k1
moa.BlastDecayed(1)_pfalse

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
0.7793
Per class
Confusion matrix
F measure
0.7791
Per class
Kappa
0.5541
KB relative information score
599744
Mean absolute error
0.2215
Mean prior absolute error
0.5
Number of instances
1076790
Per class
Precision
0.7815
Per class
Predictive accuracy
0.7785
Prior entropy
1
Recall
0.7785
Per class
Relative absolute error
0.443
Root mean prior squared error
0.5
Root mean squared error
0.4707
Root relative squared error
0.9413