Run
528224

Run 528224

Task 2160 (Supervised Data Stream Classification) BNG(sonar) Uploaded 24-02-2016 by Jan van Rijn
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Flow

moa.StackingAttempt_SPegasos(1)Moa implementation of StackingAttempt
moa.StackingAttempt_SPegasos(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.StackingAttempt_SPegasos(1)_mmoa.classifiers.functions.SPegasos
moa.StackingAttempt_SPegasos(1)_cfalse
moa.SPegasos(2)_l1.0E-4
moa.SPegasos(2)_oHINGE

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
0.8037
Per class
Confusion matrix
F measure
0.8005
Per class
Kappa
0.6025
KB relative information score
600992
Mean absolute error
0.1995
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8067
Per class
Predictive accuracy
0.8005
Prior entropy
1
Recall
0.8005
Per class
Relative absolute error
0.399
Root mean prior squared error
0.5
Root mean squared error
0.4467
Root relative squared error
0.8933