Run
544171

Run 544171

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) Uploaded 30-03-2016 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)_k2
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
0.9002
Per class
Confusion matrix
F measure
0.8775
Per class
Kappa
0.7521
KB relative information score
742263.3468
Mean absolute error
0.1289
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8775
Per class
Predictive accuracy
0.8775
Prior entropy
1
Recall
0.8775
Per class
Relative absolute error
0.2578
Root mean prior squared error
0.5
Root mean squared error
0.3301
Root relative squared error
0.6602