Run
1837876

Run 1837876

Task 178 (Supervised Data Stream Classification) BNG(trains) 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
0.9688
Per class
Confusion matrix
F measure
0.9134
Per class
Kappa
0.8268
KB relative information score
802518.5444
Mean absolute error
0.1014
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9138
Per class
Predictive accuracy
0.9134
Prior entropy
1
Recall
0.9134
Per class
Relative absolute error
0.2027
Root mean prior squared error
0.5
Root mean squared error
0.2481
Root relative squared error
0.4963