Run
543545

Run 543545

Task 6706 (Supervised Data Stream Classification) BNG(satimage) 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
0.9469
Per class
Confusion matrix
F measure
0.8333
Per class
Kappa
0.7952
KB relative information score
817038.3066
Mean absolute error
0.0648
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.8378
Per class
Predictive accuracy
0.8345
Prior entropy
2.585
Recall
0.8345
Per class
Relative absolute error
0.2334
Root mean prior squared error
0.3727
Root mean squared error
0.2032
Root relative squared error
0.5453