Run
528037

Run 528037

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)_oHINGE

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
0.9735
Per class
Confusion matrix
F measure
0.9743
Per class
Kappa
0.9484
KB relative information score
948560
Mean absolute error
0.0257
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.975
Per class
Predictive accuracy
0.9743
Prior entropy
1
Recall
0.9743
Per class
Relative absolute error
0.0514
Root mean prior squared error
0.5
Root mean squared error
0.1604
Root relative squared error
0.3207