IEEE

Does Data Balancing Play an Important Role in Classifying Road Accident Severity in Thailand?

Abstract: Unlike many studies that focus on binary classification, this study uniquely addresses road crash severity (RCS) classification in Thailand using three categories. A dataset of 31,817 cases ...
IEEE

Naïveve Bayes and Logistic Regression for sentiment analysis and emotion detection from text

Abstract: This paper presents a comprehensive approach to emotion detection using machine learning by transforming text data into numerical vectors. It standardizes datasets into “Text” and “Label” ...
Frontiers

Impact of factors on treatment outcomes in cervical degenerative disc disease: a logistic ...

1 Department of Neurosurgery, The Third Hospital of Shijiazhuang, Shijiazhuang, China 2 Department of Neurosurgery, The Second Hospital of Hebei Medical University, Shijiazhuang, China Objectives: To ...
jech.bmj

Does lifestyle explain the relationship between socioeconomic position and multimorbidity ...

Background Multimorbidity is socially patterned, with lower socioeconomic position (SEP) linked to higher risk. We examined whether a Healthy Lifestyle Index (HLI) mediates the SEP–multimorbidity ...
Frontiers

Patterns and predictors of post-traumatic growth and fear of disease progression in breast ...

1 College of Nursing, Bengbu Medical University, Bengbu, Anhui, China 2 College of Mental Health, Bengbu Medical University, Bengbu, Anhui, China Purpose: The primary aim of this study is to explore ...
GitHub

multinomial-logistic-regression

This project explores the determinants of inflation prediction errors using data from the Survey of Consumer Expectations (SCE) from 2013 to 2023 and monthly National and yearly State-level PCE. The ...