Run
543770

Run 543770

Task 200 (Supervised Data Stream Classification) SEA(50000) Uploaded 28-03-2016 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)_k7
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
0.8809
Per class
Confusion matrix
F measure
0.8631
Per class
Kappa
0.7088
KB relative information score
649682.2211
Mean absolute error
0.1853
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8641
Per class
Predictive accuracy
0.8645
Prior entropy
1
Recall
0.8645
Per class
Relative absolute error
0.3706
Root mean prior squared error
0.5
Root mean squared error
0.3398
Root relative squared error
0.6796