Run
543708

Run 543708

Task 2156 (Supervised Data Stream Classification) BNG(credit-g) Uploaded 26-03-2016 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)_g1
moa.BlastDecayed(1)_k7
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
0.7517
Per class
Confusion matrix
F measure
0.7194
Per class
Kappa
0.3038
KB relative information score
444819.6101
Mean absolute error
0.2851
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7537
Per class
Predictive accuracy
0.7574
Prior entropy
1
Recall
0.7574
Per class
Relative absolute error
0.5703
Root mean prior squared error
0.5
Root mean squared error
0.4245
Root relative squared error
0.8491