Run
543495

Run 543495

Task 199 (Supervised Data Stream Classification) SEA(50) Uploaded 25-03-2016 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)_k3
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
0.8809
Per class
Confusion matrix
F measure
0.8775
Per class
Kappa
0.7394
KB relative information score
735562.3593
Mean absolute error
0.1338
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8794
Per class
Predictive accuracy
0.879
Prior entropy
1
Recall
0.879
Per class
Relative absolute error
0.2676
Root mean prior squared error
0.5
Root mean squared error
0.3369
Root relative squared error
0.6737