Which are best for successful aging prediction? Bagging, boosting, or simple machine learning algorithms?

"Declarations The design and performance of our study are described and justified in a research protocol. The protocol includes information regarding funding, sponsors (funded), institutional affiliations, potential conflicts of interest, incentives for subjects, and information regarding provisions for treating and/or compensating subjects who are harmed as a consequence of participation in the research study. This protocol is as follows: Ethics approval and consent to participateThis study was approved by the Ethical Committee Board, Abadan University of Medical Sciences (code: IR.ABADANUMS.REC.1401.074). To protect the privacy and confidentiality of the patients, we concealed the unique identifying information of all the patients in the process of data collection. All methods were carried out following relevant guidelines and regulations (Declaration of Helsinki). Consent for publicationNot applicable. Competing interestsThe authors declare that we have no significant competition for financial, professional, or personal interests that might have influenced the performance or presentation of the work described in this manuscript. Competing interests The authors declare that we have no significant competition for financial, professional, or personal interests that might have influenced the performance or presentation of the work described in this manuscript."

"Funding No funding was obtained for this study."