Run
1836500

Run 1836500

Task 197 (Supervised Data Stream Classification) RandomRBF_50_1E-3 Uploaded 27-10-2016 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)_g1000
moa.BlastDecayed(9)_k1
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
0.8965
Per class
Confusion matrix
F measure
0.8395
Per class
Kappa
0.7929
KB relative information score
817874.5696
Mean absolute error
0.064
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8412
Per class
Predictive accuracy
0.8401
Prior entropy
2.3219
Recall
0.8401
Per class
Relative absolute error
0.1999
Root mean prior squared error
0.4
Root mean squared error
0.2529
Root relative squared error
0.6324