Run
543641

Run 543641

Task 199 (Supervised Data Stream Classification) SEA(50) Uploaded 26-03-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k6
moa.BlastDecayed(1)_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
0.8837
Per class
Confusion matrix
F measure
0.8772
Per class
Kappa
0.7391
KB relative information score
717088.319
Mean absolute error
0.145
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8782
Per class
Predictive accuracy
0.8784
Prior entropy
1
Recall
0.8784
Per class
Relative absolute error
0.2899
Root mean prior squared error
0.5
Root mean squared error
0.3357
Root relative squared error
0.6714