Run
528202

Run 528202

Task 182 (Supervised Data Stream Classification) BNG(vote) 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
0.972
Per class
Confusion matrix
F measure
0.9594
Per class
Kappa
0.9141
KB relative information score
119051.5968
Mean absolute error
0.0476
Mean prior absolute error
0.5
Number of instances
131072
Per class
Precision
0.9596
Per class
Predictive accuracy
0.9595
Prior entropy
1
Recall
0.9595
Per class
Relative absolute error
0.0952
Root mean prior squared error
0.5
Root mean squared error
0.1914
Root relative squared error
0.3829