Run
1837887

Run 1837887

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)_k5
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
0.9015
Per class
Confusion matrix
F measure
0.682
Per class
Kappa
0.5845
KB relative information score
565152.2657
Mean absolute error
0.1837
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.7291
Per class
Predictive accuracy
0.6889
Prior entropy
2.3219
Recall
0.6889
Per class
Relative absolute error
0.5741
Root mean prior squared error
0.4
Root mean squared error
0.3033
Root relative squared error
0.7582