Capsule based regressor network for multivariate short term weather forecasting

Key Points

• The capsule based regressor network delivers enhanced forecasting performance over traditional models.
• A critical metric shows improvements in predictive accuracy for multivariate weather data.
• Analysis utilizes a capsule network framework focusing on time series data from various sources.
• This approach may improve forecast reliability, though further validation in diverse scenarios is necessary.