The optimal contact/quarantine rates from the family of functions (4) and (5) for Hainan and Xinjiang.

Abstract

(a, d) Root mean square error(), corresponding to fitting the time-dependent contact rate learned by TDINN algorithm using c1(t), c2(t) and c3(t) in Hainan and Xinjiang. (b, e) Root mean square error(), corresponding to fitting the time-dependent quarantine rate learned by TDINN algorithm using q1(t), q2(t) and q3(t) in Hainan and Xinjiang. (c, f) Average root mean square error (), corresponding to fitting epidemic data using model (1) based on various combinations of the family of functions (4) and (5) in Hainan and Xinjiang.</p