Run
1837948

Run 1837948

Task 2151 (Supervised Data Stream Classification) BNG(cmc) 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)_k6
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
0.6698
Per class
Confusion matrix
F measure
0.5177
Per class
Kappa
0.2534
KB relative information score
15720.8371
Mean absolute error
0.3535
Mean prior absolute error
0.4444
Number of instances
55296
Per class
Precision
0.5172
Per class
Predictive accuracy
0.5182
Prior entropy
1.585
Recall
0.5182
Per class
Relative absolute error
0.7954
Root mean prior squared error
0.4714
Root mean squared error
0.4733
Root relative squared error
1.0039