Run
570778

Run 570778

Task 2156 (Supervised Data Stream Classification) BNG(credit-g) Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.99
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)_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
0.6883
Per class
Confusion matrix
F measure
0.7583
Per class
Kappa
0.4071
KB relative information score
539042
Mean absolute error
0.2305
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7582
Per class
Predictive accuracy
0.7695
Prior entropy
1
Recall
0.7695
Per class
Relative absolute error
0.461
Root mean prior squared error
0.5
Root mean squared error
0.4801
Root relative squared error
0.9602