Run
543869

Run 543869

Task 6707 (Supervised Data Stream Classification) BNG(wine) 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)_k6
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
0.9729
Per class
Confusion matrix
F measure
0.9288
Per class
Kappa
0.8917
KB relative information score
800834.0238
Mean absolute error
0.114
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.9293
Per class
Predictive accuracy
0.9288
Prior entropy
1.585
Recall
0.9288
Per class
Relative absolute error
0.2565
Root mean prior squared error
0.4714
Root mean squared error
0.215
Root relative squared error
0.4561