Run
570970

Run 570970

Task 2156 (Supervised Data Stream Classification) BNG(credit-g) 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)_g100
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
0.6957
Per class
Confusion matrix
F measure
0.7652
Per class
Kappa
0.4239
KB relative information score
552968
Mean absolute error
0.2235
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.766
Per class
Predictive accuracy
0.7765
Prior entropy
1
Recall
0.7765
Per class
Relative absolute error
0.447
Root mean prior squared error
0.5
Root mean squared error
0.4728
Root relative squared error
0.9456