crossrefAnalytics2025-02-11Cited by 17
A Comparative Analysis of Machine Learning and Deep Learning Techniques for Accurate Market Price Forecasting
Olamilekan Shobayo, Sidikat Adeyemi-Longe, Olusogo Popoola, Obinna Okoyeigbo
This study compares three machine learning and deep learning models—Support Vector Regression (SVR), Recurrent Neural Networks (RNN), and Long Short-Term Memory (LSTM)—for predicting market prices using the NGX All-Share Index dataset. The models were evaluated using multiple err…