Run
543456

Run 543456

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)_k3
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
0.9594
Per class
Confusion matrix
F measure
0.9384
Per class
Kappa
0.8642
KB relative information score
857339.613
Mean absolute error
0.0728
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9391
Per class
Predictive accuracy
0.9389
Prior entropy
1
Recall
0.9389
Per class
Relative absolute error
0.1455
Root mean prior squared error
0.5
Root mean squared error
0.2233
Root relative squared error
0.4465