Run
545949

Run 545949

Task 2156 (Supervised Data Stream Classification) BNG(credit-g) Uploaded 04-04-2016 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)_k1
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
0.6955
Per class
Confusion matrix
F measure
0.7651
Per class
Kappa
0.4235
KB relative information score
552622
Mean absolute error
0.2237
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7658
Per class
Predictive accuracy
0.7763
Prior entropy
1
Recall
0.7763
Per class
Relative absolute error
0.4474
Root mean prior squared error
0.5
Root mean squared error
0.473
Root relative squared error
0.9459