Run
528098

Run 528098

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)_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
0.9937
Per class
Kappa
0.9873
KB relative information score
898292.2163
Mean absolute error
0.0625
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9938
Per class
Predictive accuracy
0.9937
Prior entropy
1
Recall
0.9937
Per class
Relative absolute error
0.125
Root mean prior squared error
0.5
Root mean squared error
0.1101
Root relative squared error
0.2203