Run
1837834

Run 1837834

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) Uploaded 29-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.999
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k4
moa.BlastDecayed(9)_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
0.9216
Per class
Confusion matrix
F measure
0.8796
Per class
Kappa
0.7565
KB relative information score
720809.3877
Mean absolute error
0.1424
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8798
Per class
Predictive accuracy
0.8795
Prior entropy
1
Recall
0.8795
Per class
Relative absolute error
0.2848
Root mean prior squared error
0.5
Root mean squared error
0.3146
Root relative squared error
0.6293