Run
1837943

Run 1837943

Task 197 (Supervised Data Stream Classification) RandomRBF_50_1E-3 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)_k6
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
0.8951
Per class
Confusion matrix
F measure
0.5933
Per class
Kappa
0.4763
KB relative information score
530920.4172
Mean absolute error
0.1951
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.6888
Per class
Predictive accuracy
0.6137
Prior entropy
2.3219
Recall
0.6137
Per class
Relative absolute error
0.6097
Root mean prior squared error
0.4
Root mean squared error
0.3147
Root relative squared error
0.7868