Run
1835730

Run 1835730

Task 178 (Supervised Data Stream Classification) BNG(trains) Uploaded 27-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.9
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k1
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
0.9181
Per class
Confusion matrix
F measure
0.9181
Per class
Kappa
0.8362
KB relative information score
836172
Mean absolute error
0.0819
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9181
Per class
Predictive accuracy
0.9181
Prior entropy
1
Recall
0.9181
Per class
Relative absolute error
0.1638
Root mean prior squared error
0.5
Root mean squared error
0.2862
Root relative squared error
0.5724