Run
571021

Run 571021

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)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1000
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
0.8044
Per class
Confusion matrix
F measure
0.801
Per class
Kappa
0.6003
KB relative information score
646624
Mean absolute error
0.1997
Mean prior absolute error
0.5
Number of instances
1076790
Per class
Precision
0.807
Per class
Predictive accuracy
0.8003
Prior entropy
1
Recall
0.8003
Per class
Relative absolute error
0.3995
Root mean prior squared error
0.5
Root mean squared error
0.4469
Root relative squared error
0.8939