Run
528199

Run 528199

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) 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
0.8789
Per class
Confusion matrix
F measure
0.8789
Per class
Kappa
0.7554
KB relative information score
757452
Mean absolute error
0.1213
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8795
Per class
Predictive accuracy
0.8787
Prior entropy
1
Recall
0.8787
Per class
Relative absolute error
0.2425
Root mean prior squared error
0.5
Root mean squared error
0.3482
Root relative squared error
0.6965