Run
543217

Run 543217

Task 2129 (Supervised Data Stream Classification) BNG(labor) Uploaded 24-03-2016 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)_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
0.9521
Per class
Confusion matrix
F measure
0.9383
Per class
Kappa
0.8654
KB relative information score
864486
Mean absolute error
0.0678
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9388
Per class
Predictive accuracy
0.938
Prior entropy
1
Recall
0.938
Per class
Relative absolute error
0.1355
Root mean prior squared error
0.5
Root mean squared error
0.2271
Root relative squared error
0.4542