Run
528203

Run 528203

Task 2156 (Supervised Data Stream Classification) BNG(credit-g) 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
0.5993
Per class
Confusion matrix
F measure
0.6956
Per class
Kappa
0.248
KB relative information score
494032
Mean absolute error
0.253
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7502
Per class
Predictive accuracy
0.747
Prior entropy
1
Recall
0.747
Per class
Relative absolute error
0.506
Root mean prior squared error
0.5
Root mean squared error
0.503
Root relative squared error
1.006