Run
528008

Run 528008

Task 7312 (Supervised Data Stream Classification) Stagger3 Uploaded 24-02-2016 by Joaquin Vanschoren
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Flow

moa.StackingAttempt_SGD(1)Moa implementation of StackingAttempt
moa.StackingAttempt_SGD(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.StackingAttempt_SGD(1)_mmoa.classifiers.functions.SGD
moa.StackingAttempt_SGD(1)_cfalse
moa.SGD(2)_l1.0E-4
moa.SGD(2)_r1.0E-4
moa.SGD(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
0.9981
Per class
Confusion matrix
F measure
0.9987
Per class
Kappa
0.9971
KB relative information score
997438
Mean absolute error
0.0013
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9987
Per class
Predictive accuracy
0.9987
Prior entropy
1
Recall
0.9987
Per class
Relative absolute error
0.0026
Root mean prior squared error
0.5
Root mean squared error
0.0358
Root relative squared error
0.0716