Run
544047

Run 544047

Task 199 (Supervised Data Stream Classification) SEA(50) Uploaded 29-03-2016 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)_k4
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
0.8844
Per class
Confusion matrix
F measure
0.8845
Per class
Kappa
0.7544
KB relative information score
741725.7739
Mean absolute error
0.1314
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8858
Per class
Predictive accuracy
0.8856
Prior entropy
1
Recall
0.8856
Per class
Relative absolute error
0.2627
Root mean prior squared error
0.5
Root mean squared error
0.3313
Root relative squared error
0.6626