Run
1837696

Run 1837696

Task 198 (Supervised Data Stream Classification) RandomRBF_50_1E-4 Uploaded 28-10-2016 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)_k2
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
0.9445
Per class
Confusion matrix
F measure
0.8934
Per class
Kappa
0.8624
KB relative information score
789142.8144
Mean absolute error
0.092
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8943
Per class
Predictive accuracy
0.8936
Prior entropy
2.3219
Recall
0.8936
Per class
Relative absolute error
0.2875
Root mean prior squared error
0.4
Root mean squared error
0.2272
Root relative squared error
0.568