Run
528004

Run 528004

Task 7311 (Supervised Data Stream Classification) Stagger2 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
0.9972
Per class
Confusion matrix
F measure
0.9975
Per class
Kappa
0.9949
KB relative information score
994962
Mean absolute error
0.0025
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9975
Per class
Predictive accuracy
0.9975
Prior entropy
1
Recall
0.9975
Per class
Relative absolute error
0.005
Root mean prior squared error
0.5
Root mean squared error
0.0502
Root relative squared error
0.1004