Run
528255

Run 528255

Task 2160 (Supervised Data Stream Classification) BNG(sonar) Uploaded 25-02-2016 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)_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
0.8678
Per class
Confusion matrix
F measure
0.8053
Per class
Kappa
0.61
KB relative information score
472835.1602
Mean absolute error
0.2794
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8068
Per class
Predictive accuracy
0.8051
Prior entropy
1
Recall
0.8051
Per class
Relative absolute error
0.5589
Root mean prior squared error
0.5
Root mean squared error
0.3817
Root relative squared error
0.7634