Run
528109

Run 528109

Task 199 (Supervised Data Stream Classification) SEA(50) 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
0.8834
Per class
Confusion matrix
F measure
0.8791
Per class
Kappa
0.7438
KB relative information score
676526.8934
Mean absolute error
0.1735
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8791
Per class
Predictive accuracy
0.8797
Prior entropy
1
Recall
0.8797
Per class
Relative absolute error
0.3471
Root mean prior squared error
0.5
Root mean squared error
0.3276
Root relative squared error
0.6553