Run
528186

Run 528186

Task 7309 (Supervised Data Stream Classification) Agrawal1 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
0.9288
Per class
Confusion matrix
F measure
0.7882
Per class
Kappa
0.505
KB relative information score
617015.2489
Mean absolute error
0.1921
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8429
Per class
Predictive accuracy
0.8119
Prior entropy
1
Recall
0.8119
Per class
Relative absolute error
0.3842
Root mean prior squared error
0.5
Root mean squared error
0.4271
Root relative squared error
0.8542