Comparative performance analysis of deep learning models for forecasting “Super Chola” potato prices in Riobamba, Ecuador (2013-2023)

Agricultural price prediction is vital for market stability, farmer decision-making, and policy planning. This work compares the performance of Gated Recurrent Units (GRU), Long Short-Term Memory (LSTM), and Convolutional LSTM (ConvLSTM) models to forecast the price of "Super Chola&quot...

• Autor principal: Durán Ulloa, José Luis (author)
• Format: bachelorThesis
• Publicat: 2025
• Matèries: Aprendizaje profundo; Ajuste de hiperparámetros; Deep learning; Price prediction; Hyperparameter tuning
• Accés en línia: https://repositorio.yachaytech.edu.ec/handle/123456789/1032