Run
528133

Run 528133

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)_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
0.9271
Per class
Confusion matrix
F measure
0.8776
Per class
Kappa
0.7531
KB relative information score
703669.2414
Mean absolute error
0.1557
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.879
Per class
Predictive accuracy
0.8773
Prior entropy
1
Recall
0.8773
Per class
Relative absolute error
0.3114
Root mean prior squared error
0.5
Root mean squared error
0.3223
Root relative squared error
0.6447