How to Determine the Early Warning Threshold Value of Meteorological Factors on Influenza through Big Data Analysis and Machine Learning

Table 1

Comparison of different influenza-related works.

Reference	Methods	Data	Goal
[11]	ARIMA	Influenza data	Predict trend
[9]	Statistical methods	Influenza data	Predict trend
[10]	Statistical methods	Influenza data	Predict trend
[12]	Bayesian	Influenza data	Predict trend
[13]	Machine learning methods	Influenza data	Support diagnosis
[14]	OOC	Influenza data	Predict outbreak
[15]	Clustering	Social media data	Monitor influenza
[19]	Linear prediction	Medical data and search data	Monitor influenza
[20]	Genetic algorithm	Influenza data	Predict trend
[21]	ANN	Climatic data and influenza data	Predict trend
[16]	LSTM	Geographical data and climatic data	Predict trend
[17]	Nonlinear regression	Meteorological data	Monitor influenza
[18]	MLP	Meteorological data	Predict trend