Due to resource constraints, the models are currently hard-coded. The model's overall size is too large to be hosted on Vercel. The additional limitations of filtering are described in the descriptions below.
LSTM Forecasting of New COVID-19 Cases (Not Affected by Filter)
Machine learning forecasting provides estimates based on historical data and patterns. Forecast accuracy diminishes as the forecast extends. Long-term forecasts are prone to higher uncertainty and potential error due to the compounding of prediction inaccuracies and the influence of unforeseen events. The current implementation does not allow for filtering.
This data is forecasted from 23 March 2022 to 20 April 2024.