Statements (22)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
feature selection algorithm
|
| gptkbp:assesses |
feature importance
|
| gptkbp:availableOn |
gptkb:CRAN
gptkb:PyPI |
| gptkbp:basedOn |
random forest
|
| gptkbp:citation |
Kursa, M.B., Rudnicki, W.R. (2010). Feature Selection with the Boruta Package. J Stat Softw.
|
| gptkbp:contrastsWith |
gptkb:Recursive_Feature_Elimination
gptkb:LASSO |
| gptkbp:firstPublished |
2010
|
| https://www.w3.org/2000/01/rdf-schema#label |
Boruta
|
| gptkbp:implementedIn |
gptkb:Python
R |
| gptkbp:openSource |
true
|
| gptkbp:proposedBy |
Miron B. Kursa
Witold R. Rudnicki |
| gptkbp:purpose |
all-relevant feature selection
|
| gptkbp:selectsFeatures |
important
unimportant |
| gptkbp:usedIn |
gptkb:machine_learning
|
| gptkbp:uses |
shadow features
|
| gptkbp:bfsParent |
gptkb:European_folklore
|
| gptkbp:bfsLayer |
4
|