Run
528009

Run 528009

Task 182 (Supervised Data Stream Classification) BNG(vote) Uploaded 24-02-2016 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

moa.StackingAttempt_SPegasos(1)Moa implementation of StackingAttempt
moa.StackingAttempt_SPegasos(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.StackingAttempt_SPegasos(1)_mmoa.classifiers.functions.SPegasos
moa.StackingAttempt_SPegasos(1)_cfalse
moa.SPegasos(2)_l1.0E-4
moa.SPegasos(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
0.9532
Per class
Confusion matrix
F measure
0.9588
Per class
Kappa
0.9127
KB relative information score
120300
Mean absolute error
0.0411
Mean prior absolute error
0.5
Number of instances
131072
Per class
Precision
0.959
Per class
Predictive accuracy
0.9589
Prior entropy
1
Recall
0.9589
Per class
Relative absolute error
0.0822
Root mean prior squared error
0.5
Root mean squared error
0.2027
Root relative squared error
0.4054