On the Relation between Prediction and Imputation Accuracy under Missing Covariates

Missing covariates in regression or classification problems can prohibit the direct use of advanced tools for further analysis. Recent research has realized an increasing trend towards the use of modern Machine-Learning algorithms for imputation. This originates from their capability of showing favo...

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發表在:	Entropy
Main Authors:	Burim Ramosaj, Justus Tulowietzki, Markus Pauly
格式:	Article
語言:	英语
出版:	MDPI AG 2022-03-01
主題:	missing covariates imputation accuracy prediction accuracy prediction intervals bagging boosting
在線閱讀:	https://www.mdpi.com/1099-4300/24/3/386