Run
1838009

Run 1838009

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)_k7
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
0.8949
Per class
Confusion matrix
F measure
0.6163
Per class
Kappa
0.5038
KB relative information score
509342.9058
Mean absolute error
0.2037
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.6963
Per class
Predictive accuracy
0.6324
Prior entropy
2.3219
Recall
0.6324
Per class
Relative absolute error
0.6365
Root mean prior squared error
0.4
Root mean squared error
0.313
Root relative squared error
0.7826