Run
528092

Run 528092

Task 175 (Supervised Data Stream Classification) BNG(spambase) 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_MajorityClass(1)Moa implementation of StackingAttempt
moa.StackingAttempt_MajorityClass(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.StackingAttempt_MajorityClass(1)_mmoa.classifiers.functions.MajorityClass
moa.StackingAttempt_MajorityClass(1)_cfalse

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
0.5005
Per class
Confusion matrix
F measure
0.4573
Per class
KB relative information score
190501.5362
Mean absolute error
0.4084
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.3672
Per class
Predictive accuracy
0.6059
Prior entropy
1
Recall
0.6059
Per class
Relative absolute error
0.8167
Root mean prior squared error
0.5
Root mean squared error
0.5877
Root relative squared error
1.1754