Run
1837654

Run 1837654

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)_k1
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
0.7578
Per class
Confusion matrix
F measure
0.8372
Per class
Kappa
0.5423
KB relative information score
33370
Mean absolute error
0.1584
Mean prior absolute error
0.5
Number of instances
48842
Per class
Precision
0.8354
Per class
Predictive accuracy
0.8416
Prior entropy
1
Recall
0.8416
Per class
Relative absolute error
0.3168
Root mean prior squared error
0.5
Root mean squared error
0.398
Root relative squared error
0.796