Run
1837826

Run 1837826

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)_k4
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
0.906
Per class
Confusion matrix
F measure
0.7638
Per class
Kappa
0.6918
KB relative information score
605960.3337
Mean absolute error
0.1689
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.7744
Per class
Predictive accuracy
0.7651
Prior entropy
2.3219
Recall
0.7651
Per class
Relative absolute error
0.5279
Root mean prior squared error
0.4
Root mean squared error
0.2896
Root relative squared error
0.7239