Run
570891

Run 570891

Task 6706 (Supervised Data Stream Classification) BNG(satimage) Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.9999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k1
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
0.8948
Per class
Confusion matrix
F measure
0.8241
Per class
Kappa
0.7844
KB relative information score
807721.613
Mean absolute error
0.0582
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.8238
Per class
Predictive accuracy
0.8255
Prior entropy
2.585
Recall
0.8255
Per class
Relative absolute error
0.2094
Root mean prior squared error
0.3727
Root mean squared error
0.2412
Root relative squared error
0.6472