Run
544160

Run 544160

Task 199 (Supervised Data Stream Classification) SEA(50) Uploaded 30-03-2016 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)_k2
moa.BlastDecayed(1)_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
0.8798
Per class
Confusion matrix
F measure
0.8824
Per class
Kappa
0.7501
KB relative information score
761102.4959
Mean absolute error
0.1195
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8834
Per class
Predictive accuracy
0.8835
Prior entropy
1
Recall
0.8835
Per class
Relative absolute error
0.2389
Root mean prior squared error
0.5
Root mean squared error
0.3332
Root relative squared error
0.6664