Run
1837884

Run 1837884

Task 198 (Supervised Data Stream Classification) RandomRBF_50_1E-4 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)_k5
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
0.9394
Per class
Confusion matrix
F measure
0.7824
Per class
Kappa
0.7172
KB relative information score
641740.5342
Mean absolute error
0.1559
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.7965
Per class
Predictive accuracy
0.7849
Prior entropy
2.3219
Recall
0.7849
Per class
Relative absolute error
0.4871
Root mean prior squared error
0.4
Root mean squared error
0.2649
Root relative squared error
0.6622