Fig 4. ILI nowcasting results for six geolocations from various social media signals estimated using cross-validation over four years (2011–2014).

Predictive models—AdaBoost, SVM, and LSTM. Predictive features—ILI, Network, Tweets, and Embeddings. Evaluation metric—Root Mean Squared Error (RMSE).