Run
528125

Run 528125

Task 2129 (Supervised Data Stream Classification) BNG(labor) Uploaded 24-02-2016 by Joaquin Vanschoren
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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
0.9677
Per class
Confusion matrix
F measure
0.9418
Per class
Kappa
0.8724
KB relative information score
850167.7767
Mean absolute error
0.0804
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9418
Per class
Predictive accuracy
0.9419
Prior entropy
1
Recall
0.9419
Per class
Relative absolute error
0.1609
Root mean prior squared error
0.5
Root mean squared error
0.22
Root relative squared error
0.44