Run
544255

Run 544255

Task 6707 (Supervised Data Stream Classification) BNG(wine) Uploaded 31-03-2016 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)_k2
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
0.9619
Per class
Confusion matrix
F measure
0.9326
Per class
Kappa
0.8977
KB relative information score
901560.3071
Mean absolute error
0.0493
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.9326
Per class
Predictive accuracy
0.9326
Prior entropy
1.585
Recall
0.9326
Per class
Relative absolute error
0.1108
Root mean prior squared error
0.4714
Root mean squared error
0.2002
Root relative squared error
0.4248