Imputer

GPTKB entity

Statements (20)
Predicate Object
gptkbp:instanceOf gptkb:software
gptkbp:category feature engineering
data cleaning
gptkbp:function handles missing data
https://www.w3.org/2000/01/rdf-schema#label Imputer
gptkbp:implementedIn gptkb:SAS
gptkb:SPSS
gptkb:scikit-learn
R
gptkbp:purpose replace missing values
gptkbp:type constant imputer
iterative imputer
knn imputer
mean imputer
median imputer
mode imputer
gptkbp:usedIn gptkb:machine_learning
data preprocessing
gptkbp:bfsParent gptkb:OpenHumans
gptkbp:bfsLayer 7