Run
543639

Run 543639

Task 6707 (Supervised Data Stream Classification) BNG(wine) Uploaded 26-03-2016 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)_k5
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
0.9713
Per class
Confusion matrix
F measure
0.9282
Per class
Kappa
0.8908
KB relative information score
822455.0807
Mean absolute error
0.0993
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.9286
Per class
Predictive accuracy
0.9282
Prior entropy
1.585
Recall
0.9282
Per class
Relative absolute error
0.2234
Root mean prior squared error
0.4714
Root mean squared error
0.2129
Root relative squared error
0.4515