Run
528116

Run 528116

Task 160 (Supervised Data Stream Classification) BNG(mushroom) 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
0.9968
Per class
Confusion matrix
F measure
0.974
Per class
Kappa
0.948
KB relative information score
944723.9999
Mean absolute error
0.0281
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9748
Per class
Predictive accuracy
0.9741
Prior entropy
1
Recall
0.9741
Per class
Relative absolute error
0.0562
Root mean prior squared error
0.5
Root mean squared error
0.1496
Root relative squared error
0.2991