Run
528059

Run 528059

Task 2163 (Supervised Data Stream Classification) BNG(heart-statlog) 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
0.5003
Per class
Confusion matrix
F measure
0.3973
Per class
KB relative information score
39638.2719
Mean absolute error
0.4844
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.3091
Per class
Predictive accuracy
0.5559
Prior entropy
1
Recall
0.5559
Per class
Relative absolute error
0.9689
Root mean prior squared error
0.5
Root mean squared error
0.5038
Root relative squared error
1.0077