Run
543436

Run 543436

Task 198 (Supervised Data Stream Classification) RandomRBF_50_1E-4 Uploaded 24-03-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k3
moa.BlastDecayed(1)_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
0.9094
Per class
Confusion matrix
F measure
0.6774
Per class
Kappa
0.5854
KB relative information score
635242.5727
Mean absolute error
0.1534
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.7279
Per class
Predictive accuracy
0.6867
Prior entropy
2.3219
Recall
0.6867
Per class
Relative absolute error
0.4793
Root mean prior squared error
0.4
Root mean squared error
0.2843
Root relative squared error
0.7109