Table 2 Comparison of modeling techniques on root mean square error values.

From: Correlation between air pollution and prevalence of conjunctivitis in South Korea using analysis of public big data

Model

RMSE

Multiple linear regression

1.195

XGBoost

1.180

Random forest

1.206

Decision tree

1.544

  1. RMSE, root mean square error.
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