Department of Mathematics, Statistics and Actuarial Science, Faculty of Health, Natural Resources and Applied Sciences, Namibia University of Science and Technology, Windhoek, Namibia. Food insecurity ...

Obstructive sleep apnea (OSA), a serious sleep disorder, can lead to comorbidities and decreased quality of life if untreated. Poor sleep quality from OSA affects concentration, cognitive function, ...

Heart failure with reduced ejection fraction (HFrEF) represents a significant global health burden, affecting over 64 million individuals and resulting in substantial morbidity and mortality, ...

Logistic regression needs clear inputs, so organizing and cleaning your data before running the model helps avoid mistakes and improves accuracy. 3. Train the Model Effectively.

Binomial logistic regression, where the outcome is binary (e.g. death, yes/no) is often simply referred to as logistic regression and will be the focus of this article. For example, a team of medical ...

Binary Logistic Regression: Binary logistic regression is employed when the dependent variable has only two outcomes—in this case, the dependent variable is referred to as a dichotomous variable.

Brief about the loss function of logistic regression; About L2 regularization; Role of L2 regularization in Logistic Regression; Implementing L2 regularization; The penalty for failing to fulfil the ...