Run
543801

Run 543801

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) Uploaded 28-03-2016 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)_k7
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
0.9269
Per class
Confusion matrix
F measure
0.872
Per class
Kappa
0.7403
KB relative information score
621359.2547
Mean absolute error
0.2042
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8726
Per class
Predictive accuracy
0.8724
Prior entropy
1
Recall
0.8724
Per class
Relative absolute error
0.4083
Root mean prior squared error
0.5
Root mean squared error
0.3154
Root relative squared error
0.6308