Run
543515

Run 543515

Task 2156 (Supervised Data Stream Classification) BNG(credit-g) Uploaded 25-03-2016 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)_k4
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
0.7573
Per class
Confusion matrix
F measure
0.7374
Per class
Kappa
0.3479
KB relative information score
516563.5497
Mean absolute error
0.2448
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7618
Per class
Predictive accuracy
0.7672
Prior entropy
1
Recall
0.7672
Per class
Relative absolute error
0.4895
Root mean prior squared error
0.5
Root mean squared error
0.4242
Root relative squared error
0.8484