Run
543823

Run 543823

Task 6707 (Supervised Data Stream Classification) BNG(wine) 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
0.9729
Per class
Confusion matrix
F measure
0.9295
Per class
Kappa
0.8926
KB relative information score
761736.5152
Mean absolute error
0.1366
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.9301
Per class
Predictive accuracy
0.9295
Prior entropy
1.585
Recall
0.9295
Per class
Relative absolute error
0.3074
Root mean prior squared error
0.4714
Root mean squared error
0.233
Root relative squared error
0.4942