E. Henry Johnson

Sentiment Analysis of Nigerian Opinions Using Logistic Regression and Random Forest Algorithms: A Comparative Study

Victor Mfon Abia, E. Henry Johnson & Akaninyene B. Obot · Journal of Engineering Research and Reports · 2024

This study investigates the efficacy of Logistic Regression and Random Forest models in sentiment analysis using Nigerian-based datasets, namely "Gangs of Lagos" and "PeterObi Politics." Sentiment analysis, a vital component of Natural Language Processing (NLP), plays a crucial r...

Open access Research Article 10.9734/jerr/2024/v26i101287

Sentiment Analysis Techniques: A Comparative Study of Logistic Regression, Random Forest, and Naive Bayes on General English and Nigerian Texts

Victor Mfon Abia & E. Henry Johnson · Journal of Engineering Research and Reports · 2024

This research investigates sentiment analysis on two distinct datasets: a general English dataset and a Nigerian dataset (Gangs of Lagos movie review), using three machine learning algorithms: Logistic Regression, Random Forest, and Naive Bayes with python programming language an...

Open access Research Article 10.9734/jerr/2024/v26i91268