Run
527997

Run 527997

Task 182 (Supervised Data Stream Classification) BNG(vote) 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
0.9603
Per class
Confusion matrix
F measure
0.9613
Per class
Kappa
0.9185
KB relative information score
120920
Mean absolute error
0.0387
Mean prior absolute error
0.5
Number of instances
131072
Per class
Precision
0.9614
Per class
Predictive accuracy
0.9613
Prior entropy
1
Recall
0.9613
Per class
Relative absolute error
0.0775
Root mean prior squared error
0.5
Root mean squared error
0.1968
Root relative squared error
0.3936