Run
1837764

Run 1837764

Task 196 (Supervised Data Stream Classification) RandomRBF_10_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)_k3
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
0.9598
Per class
Confusion matrix
F measure
0.868
Per class
Kappa
0.8293
KB relative information score
817391.4664
Mean absolute error
0.0766
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8681
Per class
Predictive accuracy
0.8683
Prior entropy
2.3219
Recall
0.8683
Per class
Relative absolute error
0.2394
Root mean prior squared error
0.4
Root mean squared error
0.2062
Root relative squared error
0.5156