Run
1836547

Run 1836547

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) Uploaded 27-10-2016 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)_g1000
moa.BlastDecayed(9)_k1
moa.BlastDecayed(9)_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
0.8785
Per class
Confusion matrix
F measure
0.8793
Per class
Kappa
0.756
KB relative information score
758478
Mean absolute error
0.1208
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8795
Per class
Predictive accuracy
0.8792
Prior entropy
1
Recall
0.8792
Per class
Relative absolute error
0.2415
Root mean prior squared error
0.5
Root mean squared error
0.3475
Root relative squared error
0.695