Performance evaluation of survival regression models in analysing Swedish dental implant complication data with frailty
Sign Up to like & getrecommendations! Published in 2021 at "PLoS ONE"
DOI: 10.1371/journal.pone.0245111
Abstract: The use of inappropriate methods for estimating the effects of covariates in survival data with frailty leads to erroneous conclusions in medical research. This study evaluated the performance of 13 survival regression models in assessing… read more here.
Keywords: survival regression; data frailty; regression models; frailty ... See more keywords
ExhauFS: exhaustive search-based feature selection for classification and survival regression
Sign Up to like & getrecommendations! Published in 2022 at "PeerJ"
DOI: 10.7717/peerj.13200
Abstract: Feature selection is one of the main techniques used to prevent overfitting in machine learning applications. The most straightforward approach for feature selection is an exhaustive search: one can go over all possible feature combinations… read more here.
Keywords: survival regression; feature selection; cancer; feature ... See more keywords