Run
1837700

Run 1837700

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)_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
0.9538
Per class
Confusion matrix
F measure
0.8928
Per class
Kappa
0.8616
KB relative information score
854516.718
Mean absolute error
0.059
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8933
Per class
Predictive accuracy
0.893
Prior entropy
2.3219
Recall
0.893
Per class
Relative absolute error
0.1842
Root mean prior squared error
0.4
Root mean squared error
0.1994
Root relative squared error
0.4986