Run
1836741

Run 1836741

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)_g1
moa.BlastDecayed(9)_k3
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
0.8589
Per class
Confusion matrix
F measure
0.5715
Per class
Kappa
0.4539
KB relative information score
553676.6399
Mean absolute error
0.1828
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.6431
Per class
Predictive accuracy
0.5929
Prior entropy
2.3219
Recall
0.5929
Per class
Relative absolute error
0.5712
Root mean prior squared error
0.4
Root mean squared error
0.3194
Root relative squared error
0.7984