Run
1836868

Run 1836868

Task 194 (Supervised Data Stream Classification) RandomRBF_0_0 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)_k5
moa.BlastDecayed(9)_pfalse

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
0.9506
Per class
Confusion matrix
F measure
0.8333
Per class
Kappa
0.7834
KB relative information score
717382.5083
Mean absolute error
0.1216
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8353
Per class
Predictive accuracy
0.8334
Prior entropy
2.3219
Recall
0.8334
Per class
Relative absolute error
0.3799
Root mean prior squared error
0.4
Root mean squared error
0.2373
Root relative squared error
0.5933