Run
1837831

Run 1837831

Task 2132 (Supervised Data Stream Classification) BNG(lymph) Uploaded 29-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.999
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k4
moa.BlastDecayed(9)_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
0.947
Per class
Confusion matrix
F measure
0.9015
Per class
Kappa
0.8161
KB relative information score
854354.3898
Mean absolute error
0.0665
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.9019
Per class
Predictive accuracy
0.9022
Prior entropy
2
Recall
0.9022
Per class
Relative absolute error
0.1772
Root mean prior squared error
0.433
Root mean squared error
0.204
Root relative squared error
0.471