Run
528147

Run 528147

Task 7283 (Supervised Data Stream Classification) BNG(SPECT) 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
0.9995
Per class
Confusion matrix
F measure
0.9705
Per class
Kappa
0.9131
KB relative information score
936486.2201
Mean absolute error
0.0322
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9736
Per class
Predictive accuracy
0.9698
Prior entropy
1
Recall
0.9698
Per class
Relative absolute error
0.0645
Root mean prior squared error
0.5
Root mean squared error
0.1589
Root relative squared error
0.3179