Run
1837045

Run 1837045

Task 2244 (Supervised Data Stream Classification) adult Uploaded 28-10-2016 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)_k7
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
0.8398
Per class
Confusion matrix
F measure
0.8362
Per class
Kappa
0.5344
KB relative information score
22491.5428
Mean absolute error
0.2935
Mean prior absolute error
0.5
Number of instances
48842
Per class
Precision
0.8354
Per class
Predictive accuracy
0.8434
Prior entropy
1
Recall
0.8434
Per class
Relative absolute error
0.5871
Root mean prior squared error
0.5
Root mean squared error
0.353
Root relative squared error
0.7059