This study compared the performance of traditional logistic regression and machine learning models in predicting adult ... The research design flowchart is depicted in Figure 1. During traditional ...

Methods: We employed both logistic regression and six machine learning methods as binary predictive models for a dataset containing 733 women diagnosed with preeclampsia. Participants were grouped by ...

non-essential information. Logistic regression is a machine learning technique for binary classification. For example, you might want to predict the sex of a person (male or female) based on their age ...

Abstract: Model explainability has become an important objective when developing machine learning algorithms ... In this paper, we propose an xNN approach to develop or improve logistic regressions, ...

Logistic regression is a machine learning technique for binary classification. For example, you might want to predict the sex of a person (male or female) based on their age, state where they live, ...