Run
544115

Run 544115

Task 2132 (Supervised Data Stream Classification) BNG(lymph) Uploaded 30-03-2016 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)_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
0.939
Per class
Confusion matrix
F measure
0.8971
Per class
Kappa
0.8078
KB relative information score
862401.7608
Mean absolute error
0.0625
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.8977
Per class
Predictive accuracy
0.8978
Prior entropy
2
Recall
0.8978
Per class
Relative absolute error
0.1666
Root mean prior squared error
0.433
Root mean squared error
0.2072
Root relative squared error
0.4784