Run
528244

Run 528244

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)_oLOGLOSS

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
0.8808
Per class
Confusion matrix
F measure
0.8011
Per class
Kappa
0.6039
KB relative information score
552090.5948
Mean absolute error
0.231
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8078
Per class
Predictive accuracy
0.8011
Prior entropy
1
Recall
0.8011
Per class
Relative absolute error
0.462
Root mean prior squared error
0.5
Root mean squared error
0.3964
Root relative squared error
0.7928