Run
543884

Run 543884

Task 197 (Supervised Data Stream Classification) RandomRBF_50_1E-3 Uploaded 29-03-2016 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)_k5
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
0.9011
Per class
Confusion matrix
F measure
0.6851
Per class
Kappa
0.5886
KB relative information score
564660.2991
Mean absolute error
0.1841
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.7298
Per class
Predictive accuracy
0.6917
Prior entropy
2.3219
Recall
0.6917
Per class
Relative absolute error
0.5754
Root mean prior squared error
0.4
Root mean squared error
0.3029
Root relative squared error
0.7574