Run
543480

Run 543480

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)_k3
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
0.9415
Per class
Confusion matrix
F measure
0.8236
Per class
Kappa
0.7879
KB relative information score
822346.8986
Mean absolute error
0.0623
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.8287
Per class
Predictive accuracy
0.8295
Prior entropy
2.585
Recall
0.8295
Per class
Relative absolute error
0.2242
Root mean prior squared error
0.3727
Root mean squared error
0.2051
Root relative squared error
0.5502