Run
570765

Run 570765

Task 2129 (Supervised Data Stream Classification) BNG(labor) 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
0.929
Per class
Confusion matrix
F measure
0.9383
Per class
Kappa
0.8644
KB relative information score
877082
Mean absolute error
0.0615
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9383
Per class
Predictive accuracy
0.9385
Prior entropy
1
Recall
0.9385
Per class
Relative absolute error
0.1229
Root mean prior squared error
0.5
Root mean squared error
0.2479
Root relative squared error
0.4958