Run
528102

Run 528102

Task 178 (Supervised Data Stream Classification) BNG(trains) 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
0.9694
Per class
Confusion matrix
F measure
0.9279
Per class
Kappa
0.8558
KB relative information score
734922.2473
Mean absolute error
0.1473
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.928
Per class
Predictive accuracy
0.9279
Prior entropy
1
Recall
0.9279
Per class
Relative absolute error
0.2946
Root mean prior squared error
0.5
Root mean squared error
0.247
Root relative squared error
0.494