Nature

Comparison of machine learning models for mapping Arecanut based agroforestry system in Goa by enhancing precision and efficiency

This study used Sentinel-2 satellite data with 10 different spectral bands (B2, B3, B4, B5, B6, B7, B8A, B8, B11, B12) at a spatial resolution of 20 m. The individual spectral bands were utilized to ...
Nature

Prospective comparison of econometric, machine learning, and foundation models for forecasting emergency department boarding patients

Emergency department (ED) boarding drives overcrowding, worsens outcomes, and strains hospital operations. Accurate short-term forecasts of boarding volumes can enable proactive resource management.
International Monetary Fund

GDP Nowcasting Performance of Traditional Econometric Models vs Machine-Learning Algorithms: Simulation and Case Studies

Are Machine Learning (ML) algorithms superior to traditional econometric models for GDP nowcasting in a time series setting? Based on our evaluation of all models from both classes ever used in ...
InsuranceNewsNet

New Machine Learning Study Findings Reported from Youngstown State University (Machine Learning and Frequency-Severity Decomposition for Insurance Pricing): Machine Learning

By a News Reporter-Staff News Editor at Insurance Daily News-- Current study results on artificial intelligence have been published. According to news reporting out of Youngstown, Ohio, by NewsRx ...
OfficeChai

AI Crypto Price Prediction: How Accurate Are Machine Learning Models?

Crypto markets generate more usable data than almost any other financial sector. Prices move at all hours, blockchain activity is visible as ...