Run
543576

Run 543576

Task 6707 (Supervised Data Stream Classification) BNG(wine) Uploaded 25-03-2016 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)_pfalse

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
0.9717
Per class
Confusion matrix
F measure
0.9279
Per class
Kappa
0.8905
KB relative information score
886939.0914
Mean absolute error
0.058
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.9283
Per class
Predictive accuracy
0.9279
Prior entropy
1.585
Recall
0.9279
Per class
Relative absolute error
0.1306
Root mean prior squared error
0.4714
Root mean squared error
0.1951
Root relative squared error
0.414