Run
543893

Run 543893

Task 2156 (Supervised Data Stream Classification) BNG(credit-g) Uploaded 29-03-2016 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)_k6
moa.BlastDecayed(1)_ptrue

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
0.7649
Per class
Confusion matrix
F measure
0.7484
Per class
Kappa
0.376
KB relative information score
486917.8669
Mean absolute error
0.2602
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7636
Per class
Predictive accuracy
0.7719
Prior entropy
1
Recall
0.7719
Per class
Relative absolute error
0.5204
Root mean prior squared error
0.5
Root mean squared error
0.4267
Root relative squared error
0.8535