Run
1838016

Run 1838016

Task 194 (Supervised Data Stream Classification) RandomRBF_0_0 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
0.959
Per class
Confusion matrix
F measure
0.8524
Per class
Kappa
0.8077
KB relative information score
712408.7349
Mean absolute error
0.1278
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.855
Per class
Predictive accuracy
0.8522
Prior entropy
2.3219
Recall
0.8522
Per class
Relative absolute error
0.3995
Root mean prior squared error
0.4
Root mean squared error
0.2293
Root relative squared error
0.5733