An official website of the United States government
The .gov means it's official. Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you're on a federal government site.
The site is secure. The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.
Fig 4. Errors associated with each ensemble approach are displayed for all time horizons: last week (top left), current week (top right), next week (bottom left), and two weeks from current (bottom right).. From: Combining Search, Social Media, and Traditional Data Sources to Improve Influenza Surveillance.
CitationFull text
Fig 1. The CDC’s %ILI (Influenza like illnesses), the performance of the 5 available predictors, the baseline predictions, and the performance of the best ensemble method for last week’s predictions are displayed as a function of time (top).. From: Combining Search, Social Media, and Traditional Data Sources to Improve Influenza Surveillance.
Fig 2. The best performing ensemble approach is shown in red side by side to the CDC’s % ILI for all time horizons: last week (top left), current week (top right), next week (bottom left), and two weeks from current (bottom right).. From: Combining Search, Social Media, and Traditional Data Sources to Improve Influenza Surveillance.
Fig 3. The CDC’s %ILI (Influenza like illnesses) and the performance of multiple machine learning ensemble approaches that combine the 5 weak predictors to produce a single estimate are displayed for comparison for the four time horizons: last week (top left), current week (top right), next week (bottom left), and two weeks from current (bottom right).. From: Combining Search, Social Media, and Traditional Data Sources to Improve Influenza Surveillance.
Your browsing activity is empty.
Activity recording is turned off.
Turn recording back on