Run
570787

Run 570787

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)_a0.99
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
0.8019
Per class
Confusion matrix
F measure
0.7989
Per class
Kappa
0.5959
KB relative information score
642240
Mean absolute error
0.2018
Mean prior absolute error
0.5
Number of instances
1076790
Per class
Precision
0.8044
Per class
Predictive accuracy
0.7982
Prior entropy
1
Recall
0.7982
Per class
Relative absolute error
0.4036
Root mean prior squared error
0.5
Root mean squared error
0.4492
Root relative squared error
0.8984