Run
1836803

Run 1836803

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)_k4
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
0.9522
Per class
Confusion matrix
F measure
0.8325
Per class
Kappa
0.7837
KB relative information score
756305.9723
Mean absolute error
0.1019
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8353
Per class
Predictive accuracy
0.8337
Prior entropy
2.3219
Recall
0.8337
Per class
Relative absolute error
0.3185
Root mean prior squared error
0.4
Root mean squared error
0.2266
Root relative squared error
0.5664