[PDF][PDF] Prediction of life expectancy for Asian population using machine learning algorithms

NS Pisal, S Abdul-Rahman, M Hanafiah… - Malaysian Journal …, 2022 - myjms.mohe.gov.my
Predicting life expectancy has become more important nowadays as life has become more
vulnerable due to many factors, including social, economic, environmental, education …

Life Expectancy Prediction through Analysis of Immunization and HDI Factors using Machine Learning Regression Algorithms.

A Lakshmanarao - International Journal of Online & …, 2022 - search.ebscohost.com
One of the most crucial elements in end-of-life judgment is life expectancy. For example,
good forecasting aids in determining the course of therapy and planning for the acquisition …

Analyzing implications of various social factors on life expectancy

P Chandirasekeran, S Saravanan, S Kannan… - National Academy …, 2022 - Springer
Life expectancy is defined as the average number of years a person could expect to live,
according to the current mortality rates. In today's world, with the existence of various …

Cancer Prediction Using Novel Ranking Algorithms and Machine Learning

A Lakshmanarao, A Srisaila, TSR Kiran - International Conference on …, 2020 - Springer
Cancer is the second leading cause of death globally. Especially, breast cancer is the most
problematic cancer with more death rates. In this paper, we proposed a novel fusion …

Application of machine learning techniques in chronic disease literature: from citation map** to research front

MR Hoque, JR Mumu, P Wanke… - International Journal of …, 2022 - inderscienceonline.com
This study aims to conduct a hybrid review on applying machine learning techniques in
chronic disease literature using both bibliometric and systematic review techniques. The …

[PDF][PDF] Life Expectancy using Data Analytics

R Deshpande, V Uttarkar - … Journal for Research in Applied Science …, 2023 - academia.edu
The population's life expectancy is a problem for the government or pertinent agency of a
particular nation. A statistical measurement of the anticipated average lifespan of an …

Regression Model Selection for Life Expectancy Prediction: A Comparative Analysis of Imputation Techniques

NB Bahadure, R Khomane, D Raut… - 2024 4th …, 2024 - ieeexplore.ieee.org
This study carried out a comparative analysis of the mean, median, and mode imputations
for NULL values in a dataset. We used five different pre-processing techniques to create …

SOCIO-ECONOMIC AND ENVIRONMENTAL FACTORS AS DETERMINANTS OF LIFE EXPECTANCY: STATISTICAL APPROACH WITH QUANTILE REGRESSION

F Fadri - Jurnal Lebesgue: Jurnal Ilmiah Pendidikan …, 2024 - lebesgue.lppmbinabangsa.id
The use of quantile regression in analyzing determinants of life expectancy provides a deep
understanding of the influence of predictor variables across various quantiles of the data …

Unveiling life's horizon: Predictive insights with automated machine learning

G Sucharitha, R Shreya, GC Sekhar - … for Engineering Applications, 2025 - taylorfrancis.com
Life expectancy is an important indicator of population and public health, representing the
average life expectancy of a person based on the current mortality rate. It provides valuable …

Evaluating Models for Better Life Expectancy Prediction

Amit, R Roy, R Tanwar, V Singh - Computational Intelligence and Data …, 2022 - Springer
Life Expectancy is the average number of years some person or group of people tends to
live. Being able to predict life expectancy may help to deliver potential insights, eg, the …