Run
528099

Run 528099

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)_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
1
Per class
Confusion matrix
F measure
0.9956
Per class
Kappa
0.9901
KB relative information score
913871.8291
Mean absolute error
0.0528
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9956
Per class
Predictive accuracy
0.9956
Prior entropy
1
Recall
0.9956
Per class
Relative absolute error
0.1055
Root mean prior squared error
0.5
Root mean squared error
0.1029
Root relative squared error
0.2058