Run
528070

Run 528070

Task 7310 (Supervised Data Stream Classification) Stagger1 Uploaded 24-02-2016 by Jan van Rijn
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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
0.9929
Per class
Confusion matrix
F measure
0.9984
Per class
Kappa
0.9919
KB relative information score
996818
Mean absolute error
0.0016
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9984
Per class
Predictive accuracy
0.9984
Prior entropy
1
Recall
0.9984
Per class
Relative absolute error
0.0032
Root mean prior squared error
0.5
Root mean squared error
0.0399
Root relative squared error
0.0798